We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A11 is not prognostic in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1648.2
Number of samples
497
Samples
Sample
Description
TPM
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
7878.3
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
5361.0
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
5173.1
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
5134.5
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
4938.3
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
4828.1
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
4592.1
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
4303.5
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
4205.1
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
4106.0
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
4082.5
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
4065.3
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
3984.8
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
3917.6
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
3415.0
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
3412.4
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
3401.8
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
3394.3
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
3388.9
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
3264.5
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
3190.5
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
3170.8
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
3102.7
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
3016.6
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
3009.9
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
2991.5
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
2980.8
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
2967.1
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
2965.8
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
2954.5
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
2945.5
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
2945.3
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
2935.7
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
2914.2
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
2913.2
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
2895.5
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
2895.4
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
2870.3
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
2862.6
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
2830.9
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
2828.3
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
2797.4
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
2789.2
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
2789.0
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
2786.3
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
2772.3
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
2728.7
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
2718.3
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
2708.7
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
2660.7
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
2655.6
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
2644.7
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
2633.8
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
2633.4
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
2625.5
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
2598.4
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
2597.4
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
2572.6
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
2572.3
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
2560.1
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
2541.3
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
2529.9
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
2496.3
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
2460.4
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
2455.2
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
2438.1
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
2431.5
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
2412.3
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
2394.2
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
2384.8
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
2378.4
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
2378.1
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
2377.1
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
2366.6
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
2343.4
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
2342.0
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
2340.3
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
2339.2
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
2332.7
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
2324.2
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
2315.9
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
2313.3
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
2313.1
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
2309.0
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
2307.6
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
2285.5
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
2270.0
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
2262.1
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
2246.0
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
2233.7
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
2226.4
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
2216.9
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
2210.6
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
2197.7
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
2197.0
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
2185.3
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
2184.3
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
2173.9
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
2172.4
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
2147.7
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
2143.7
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
2143.1
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
2135.6
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
2130.3
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
2125.8
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
2125.2
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
2120.1
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
2119.2
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
2115.3
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
2103.0
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
2090.7
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
2085.1
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
2081.2
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
2077.2
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
2074.4
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
2072.2
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
2063.8
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
2058.2
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
2057.1
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
2055.6
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
2054.7
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
2052.9
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
2051.0
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
2051.0
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
2050.8
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
2049.9
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
2016.4
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
2011.0
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
2001.5
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
1993.3
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
1979.5
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
1975.9
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
1971.1
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
1965.0
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
1962.9
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
1957.8
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
1954.0
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
1951.1
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1931.7
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
1930.9
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1924.9
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
1916.9
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
1912.2
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1909.6
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1908.5
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
1904.0
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1901.7
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
1897.2
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
1889.0
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
1888.2
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
1886.3
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
1883.1
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1883.0
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
1882.3
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
1881.0
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
1880.5
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
1877.7
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
1875.6
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
1868.6
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
1860.4
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
1858.6
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
1848.7
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
1846.4
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
1844.0
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
1839.8
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
1836.2
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
1833.9
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1830.8
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1824.4
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
1819.8
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
1809.4
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
1806.7
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
1802.2
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1791.7
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
1790.1
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
1770.8
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1766.5
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1763.7
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
1758.6
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
1756.7
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1752.8
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
1751.6
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
1748.8
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
1748.3
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
1741.6
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
1741.4
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
1739.5
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
1730.3
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
1725.7
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
1723.5
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
1716.8
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
1714.3
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
1710.6
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
1707.1
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1703.1
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1701.1
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1698.2
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
1690.1
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1674.8
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
1669.3
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
1667.5
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
1658.3
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
1651.3
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
1643.5
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
1643.2
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
1637.8
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1636.9
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
1632.6
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
1625.7
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
1624.9
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
1622.0
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1616.3
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
1612.9
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
1606.6
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
1603.6
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
1603.5
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
1601.5
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
1600.6
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
1599.2
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
1597.6
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1597.2
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
1595.2
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
1582.4
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
1579.0
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
1563.9
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
1557.3
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
1553.8
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
1551.2
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
1549.5
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
1545.0
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
1543.7
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
1535.7
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
1531.3
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
1530.8
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1527.8
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
1527.5
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
1526.5
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
1505.7
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
1505.2
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
1497.5
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
1486.4
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
1482.0
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
1478.7
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
1474.9
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
1474.7
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
1474.2
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
1471.5
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
1467.0
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
1461.9
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
1460.5
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
1455.9
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
1455.1
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
1448.1
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
1445.1
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
1432.9
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
1432.5
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
1426.4
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1423.9
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
1423.6
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
1420.2
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
1418.8
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
1417.5
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
1417.2
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
1412.7
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
1409.3
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
1409.3
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
1407.1
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
1402.9
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
1402.8
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
1401.8
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
1400.1
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
1397.4
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
1396.8
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
1393.3
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
1385.2
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
1384.9
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
1384.1
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
1384.0
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
1380.3
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
1380.1
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
1376.2
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
1370.6
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
1366.8
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
1364.0
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
1363.2
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
1358.9
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
1357.5
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
1355.9
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
1352.4
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
1351.3
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
1350.8
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
1348.1
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
1342.9
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
1338.9
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
1337.5
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
1324.6
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1316.2
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
1311.2
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
1308.5
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
1308.4
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
1303.5
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
1301.9
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1300.5
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
1299.8
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
1296.9
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
1283.6
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
1279.4
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1277.7
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
1275.6
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
1275.0
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
1274.9
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
1274.9
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
1272.6
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
1272.6
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
1272.2
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
1267.4
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
1262.2
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
1256.5
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
1256.0
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
1255.5
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
1252.2
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
1250.0
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
1247.9
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
1245.8
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
1244.0
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
1243.3
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
1241.6
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
1241.4
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
1241.4
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
1240.9
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
1237.7
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
1237.3
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
1232.9
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
1232.9
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
1231.0
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
1229.7
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
1229.3
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
1221.4
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
1215.0
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
1211.4
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1206.2
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
1200.6
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
1200.0
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
1196.9
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1193.8
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
1183.1
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
1181.6
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
1180.0
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
1179.3
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
1174.9
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
1174.3
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
1171.3
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1169.0
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
1167.6
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1166.0
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1165.3
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
1160.6
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
1153.0
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
1145.6
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
1137.4
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
1129.2
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1126.3
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
1126.2
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
1125.8
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
1116.6
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
1116.1
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
1114.5
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
1114.2
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
1108.7
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1106.3
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
1096.9
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
1096.8
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
1093.1
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
1091.8
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
1087.2
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
1084.5
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
1083.3
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
1079.6
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
1075.5
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
1074.3
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
1071.7
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
1062.8
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
1062.2
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
1061.9
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
1060.4
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
1058.9
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
1058.5
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
1056.6
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
1053.9
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
1049.7
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
1044.1
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
1040.1
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
1039.9
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
1038.1
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1036.7
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
1033.3
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
1032.0
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
1030.4
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
1029.6
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
1024.0
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
1018.0
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
1011.0
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
1008.4
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
1005.9
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
1001.2
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
994.7
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
986.9
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
985.3
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
984.3
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
974.5
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
974.1
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
973.6
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
970.4
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
967.4
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
966.9
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
965.1
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
963.8
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
958.4
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
955.4
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
954.9
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
951.3
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
944.1
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
942.9
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
940.9
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
937.5
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
937.1
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
923.4
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
922.8
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
915.8
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
907.9
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
906.2
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
897.6
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
896.9
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
896.8
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
894.9
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
877.4
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
866.2
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
859.5
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
859.1
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
855.7
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
854.3
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
853.6
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
849.1
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
849.0
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
847.3
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
834.2
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
832.4
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
810.0
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
806.3
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
805.7
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
804.7
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
795.3
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
787.0
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
781.0
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
750.8
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
749.7
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
741.8
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
730.7
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
728.2
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
718.4
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
703.4
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
689.4
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
686.2
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
681.6
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
650.3
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
650.2
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
647.0
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
636.4
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
619.0
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
613.9
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
612.3
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
602.5
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
601.2
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
593.4
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
577.5
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
523.4
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
522.9
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
507.4
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
500.3
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
495.2
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
482.5
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
479.4
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
465.1
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
460.8
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
449.9
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
399.6
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
394.5
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
376.6
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
372.9
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
350.0
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
342.2
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
337.3
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
332.6
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
321.0
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
318.1
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
289.9
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A11 is not prognostic in Lung Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1434.3
Number of samples
105
Samples
Sample
Description
TPM
L662
0 years, male, stage:Stage IA, dead, 865 days
2687.0
L400
0 years, male, stage:Stage IIA, dead, 1233 days
2623.7
L599
0 years, male, stage:Stage IB, dead, 2083 days
2600.6
L867
0 years, female, stage:Stage IIIA, dead, 317 days
2580.9
L551
0 years, male, stage:Stage IA, alive, 2924 days
2467.4
L603
0 years, female, stage:Stage IB, dead, 972 days
2184.6
L773
0 years, female, stage:Stage IV, dead, 311 days
2176.7
L877
0 years, female, stage:Stage IA, alive, 1599 days
2077.7
L569
0 years, female, stage:Stage IA, alive, 2531 days
2034.5
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
2019.5
L546
0 years, male, stage:Stage IA, dead, 973 days
1999.3
L689
0 years, male, stage:Stage IA, alive, 1943 days
1983.8
L462
0 years, male, stage:Stage IIIA, dead, 568 days
1945.5
L871
0 years, male, stage:Stage IB, dead, 873 days
1921.9
L440
0 years, male, stage:Stage IIB, dead, 651 days
1919.7
L616
0 years, male, stage:Stage IA, dead, 410 days
1917.7
L613
0 years, male, stage:Stage IIIA, dead, 19 days
1910.0
L557
0 years, female, stage:Stage IB, alive, 2580 days
1889.9
L828
0 years, female, stage:Stage IIB, alive, 2222 days
1875.1
L446
0 years, female, stage:Stage IIB, dead, 415 days
1862.5
L543
0 years, male, stage:Stage IA, alive, 2711 days
1777.3
L682
0 years, female, stage:Stage IIB, dead, 840 days
1765.4
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
1756.8
L678
0 years, female, stage:Stage IB, dead, 1114 days
1719.3
L808
0 years, female, stage:Stage IA, alive, 3001 days
1714.1
L532
0 years, female, stage:Stage IA, dead, 301 days
1701.1
L768
0 years, male, stage:Stage IIIA, dead, 472 days
1697.4
L728
0 years, male, stage:Stage IIB, dead, 1128 days
1659.8
L404
0 years, female, stage:Stage IIA, dead, 2318 days
1650.2
L458
0 years, female, stage:Stage IA, dead, 223 days
1649.5
L565
0 years, female, stage:Stage IB, dead, 543 days
1636.9
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
1594.9
L731
0 years, female, stage:Stage IA, dead, 964 days
1590.2
L865
0 years, female, stage:Stage IIB, alive, 1927 days
1570.0
L541
0 years, female, stage:Stage IIIA, dead, 915 days
1563.0
L688
0 years, male, stage:Stage IIIA, dead, 789 days
1559.5
L749
0 years, female, stage:Stage IIIA, dead, 189 days
1557.0
L827
0 years, male, stage:Stage IIB, dead, 1105 days
1539.2
L602
0 years, female, stage:Stage IA, alive, 2277 days
1533.5
L766
0 years, male, stage:Stage IB, alive, 1793 days
1528.6
L683
0 years, female, stage:Stage IIA, dead, 612 days
1524.9
L530
0 years, female, stage:Stage IIA, dead, 308 days
1524.4
L455
0 years, female, stage:Stage IA, alive, 3315 days
1522.5
L620
0 years, female, stage:Stage IIIA, dead, 338 days
1502.1
L778
0 years, female, stage:Stage IA, alive, 1600 days
1462.7
L439
0 years, male, stage:Stage IIB, dead, 2773 days
1448.3
L638
0 years, male, stage:Stage IA, alive, 2076 days
1441.6
L493
0 years, female, stage:Stage IIB, alive, 2945 days
1438.9
L593
0 years, male, stage:Stage IA, dead, 2436 days
1432.4
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
1420.0
L802
0 years, female, stage:Stage IA, dead, 773 days
1412.1
L473
0 years, female, stage:Stage IA, alive, 3021 days
1410.2
L413
0 years, female, stage:Stage IIIA, dead, 313 days
1404.2
L791
0 years, female, stage:Stage IIIA, dead, 368 days
1391.3
L782
0 years, female, stage:Stage IIB, alive, 3371 days
1390.0
L832
0 years, female, stage:Stage IA, alive, 2145 days
1389.8
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
1355.2
L617
0 years, male, stage:Stage IIIA, dead, 238 days
1344.6
L630
0 years, female, stage:Stage IA, dead, 1733 days
1338.3
L875
0 years, female, stage:Stage IA, alive, 1675 days
1322.4
L872
0 years, female, stage:Stage IA, alive, 1793 days
1300.5
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
1293.7
L842
0 years, female, stage:Stage IB, alive, 2005 days
1266.9
L887
0 years, male, stage:Stage IA, dead, 374 days
1263.4
L656
0 years, male, stage:Stage IA, alive, 2227 days
1254.4
L695
0 years, female, stage:Stage IB, dead, 1762 days
1244.6
L879
0 years, male, stage:Stage IV, dead, 873 days
1244.1
L873
0 years, female, stage:Stage IA, alive, 1740 days
1229.3
L596
0 years, female, stage:Stage IA, alive, 2319 days
1219.0
L531
0 years, male, stage:Stage IB, dead, 928 days
1215.5
L890
0 years, female, stage:Stage IIB, dead, 1264 days
1208.1
L703
0 years, male, stage:Stage IIA, dead, 1137 days
1206.6
L607
0 years, male, stage:Stage IB, alive, 2572 days
1201.8
L566
0 years, male, stage:Stage IB, alive, 2489 days
1198.3
L800
0 years, female, stage:Stage IA, dead, 2417 days
1183.3
L885
0 years, female, stage:Stage IA, alive, 1618 days
1179.1
L851
0 years, male, stage:Stage IB, dead, 1315 days
1168.3
L826
0 years, female, stage:Stage IV, dead, 935 days
1158.7
L601
0 years, male, stage:Stage IB, dead, 2068 days
1152.1
L810
0 years, female, stage:Stage IIIA, dead, 625 days
1113.3
L663
0 years, female, stage:Stage IB, alive, 2018 days
1105.7
L738
0 years, female, stage:Stage IB, dead, 1314 days
1103.2
L710
0 years, female, stage:Stage IIA, alive, 1775 days
1101.9
L605
0 years, female, stage:Stage IA, alive, 2460 days
1098.4
L816
0 years, female, stage:Stage IIA, dead, 353 days
1074.8
L484
0 years, female, stage:Stage IA, alive, 2895 days
1055.2
L673
0 years, female, stage:Stage IA, dead, 568 days
1034.6
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
1011.0
L626
0 years, female, stage:Stage IA, dead, 1994 days
997.1
L585
0 years, female, stage:Stage IIA, dead, 402 days
994.2
L545
0 years, female, stage:Stage IA, alive, 2874 days
959.1
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
945.0
L606
0 years, male, stage:Stage IA, alive, 2336 days
944.8
L829
0 years, male, stage:Stage IA, alive, 2173 days
943.0
L561
0 years, female, stage:Stage IA, alive, 2543 days
931.2
L735
0 years, female, stage:Stage IA, alive, 1830 days
915.2
L746
0 years, female, stage:Stage IIIA, dead, 594 days
877.0
L831
0 years, female, stage:Stage IB, alive, 2152 days
849.5
L838
0 years, female, stage:Stage IA, dead, 1005 days
780.0
L725
0 years, female, stage:Stage IA, alive, 1830 days
733.1
L504
0 years, female, stage:Stage IA, dead, 1295 days
704.7
L850
0 years, male, stage:Stage IIIA, dead, 997 days
701.4
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
608.5
L880
0 years, female, stage:Stage IA, alive, 1767 days
604.4
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A11 is not prognostic in Lung Squamous Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2678.2
Number of samples
489
Samples
Sample
Description
TPM
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
12720.1
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
7800.7
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
7637.6
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
7468.7
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
7433.7
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
7231.8
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
7190.9
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
7045.2
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
6397.1
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
5950.1
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
5841.5
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
5795.1
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
5748.5
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
5653.7
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
5632.6
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
5627.5
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
5456.6
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
5434.8
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
5434.6
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
5425.8
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
5274.6
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
5253.7
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
5210.9
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
5145.1
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
5123.8
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
5058.3
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
5018.0
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
4979.3
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
4910.4
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
4824.3
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
4821.1
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
4801.0
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
4787.0
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
4707.1
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
4681.4
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
4672.4
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
4630.7
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
4629.6
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
4621.2
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
4600.6
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
4556.2
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
4540.1
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
4530.5
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
4502.6
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
4485.5
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
4485.1
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
4474.9
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
4473.7
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
4399.5
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
4382.3
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
4346.6
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
4319.1
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
4294.3
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
4287.6
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
4217.3
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
4184.3
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
4159.0
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
4156.8
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
4141.0
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
4129.1
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
4110.3
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
4072.1
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
4063.4
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
4033.8
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
4004.8
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
3962.9
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
3962.5
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
3961.5
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
3956.5
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
3923.4
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
3903.8
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
3900.5
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
3900.5
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
3889.7
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
3835.9
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
3822.4
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
3821.0
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
3798.9
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
3768.3
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
3766.3
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
3757.0
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
3726.1
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
3724.8
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
3697.9
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
3664.0
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
3662.8
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
3655.2
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
3652.8
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
3645.6
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
3596.6
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
3583.6
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
3547.3
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
3541.3
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
3541.1
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
3535.7
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
3516.1
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
3515.9
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
3511.3
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
3491.2
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
3482.6
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
3480.0
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
3474.9
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
3465.6
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
3458.5
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
3454.9
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
3448.6
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
3447.5
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
3422.5
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
3416.6
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
3407.4
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
3406.3
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
3399.6
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
3386.3
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
3359.6
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
3359.3
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
3338.1
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
3324.6
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
3317.8
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
3310.3
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
3309.7
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
3307.5
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
3303.2
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
3294.2
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
3288.7
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
3283.1
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
3269.2
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
3261.5
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
3255.3
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
3242.9
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
3234.3
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
3233.2
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
3209.6
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
3204.3
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
3203.8
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
3203.2
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
3195.7
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
3181.9
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
3177.9
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
3170.4
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
3166.2
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
3144.0
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
3131.1
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
3105.3
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
3103.8
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
3102.2
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
3101.6
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
3099.5
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
3099.4
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
3096.9
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
3093.8
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
3089.2
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
3088.2
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
3086.9
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
3086.7
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
3071.3
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
3070.6
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
3068.3
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
3060.8
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
3059.1
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
3058.2
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
3042.9
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
3042.0
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
3037.2
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
3031.8
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
3012.3
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
3004.7
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
3002.8
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
3001.2
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
3000.5
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
2994.6
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
2987.7
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
2959.3
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
2957.2
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
2951.6
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
2945.8
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
2938.4
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
2927.5
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
2927.5
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
2927.2
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
2924.7
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
2914.0
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
2907.6
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
2905.2
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
2882.0
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
2875.2
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
2874.1
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
2873.0
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
2866.5
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
2862.7
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
2860.7
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
2858.1
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
2856.7
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
2853.6
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
2837.6
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
2837.0
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
2836.9
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
2836.7
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
2826.6
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
2814.5
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
2813.4
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
2799.4
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
2790.5
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
2786.0
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
2777.9
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
2776.0
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
2770.2
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
2767.8
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
2765.4
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
2763.3
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
2756.8
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
2742.4
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
2736.5
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
2727.7
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
2713.5
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
2710.2
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
2709.0
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
2700.1
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
2695.4
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
2693.1
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
2692.3
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
2690.8
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
2680.6
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
2680.3
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
2652.3
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
2644.4
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
2643.5
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
2640.2
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
2638.4
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
2625.1
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
2623.4
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
2608.9
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
2597.0
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
2587.1
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
2576.9
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
2567.6
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
2562.1
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
2559.9
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
2558.9
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
2545.1
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
2541.4
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
2537.1
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
2534.4
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
2528.7
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
2518.0
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
2517.3
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
2516.0
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
2515.2
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
2510.2
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
2507.5
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
2501.7
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
2494.0
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
2493.2
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
2485.7
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
2478.1
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
2472.5
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
2470.1
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
2459.7
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
2452.8
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
2447.5
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
2437.2
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
2429.0
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
2425.9
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
2423.8
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
2421.0
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
2408.3
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
2406.3
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
2400.9
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
2399.5
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
2393.0
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
2381.2
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
2380.5
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
2375.3
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
2373.2
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
2369.3
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
2368.6
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
2354.4
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
2353.1
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
2342.4
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
2340.4
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
2336.6
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
2335.5
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
2334.5
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
2332.1
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
2321.5
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
2321.5
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
2316.0
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
2309.7
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
2309.6
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
2308.4
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
2298.9
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
2294.5
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
2289.0
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
2282.8
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
2274.9
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
2267.6
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
2266.9
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
2256.3
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
2255.8
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
2215.7
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
2212.1
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
2205.4
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
2204.3
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
2202.2
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
2200.0
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
2191.5
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
2190.1
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
2184.5
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
2184.0
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
2168.2
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
2163.3
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
2162.4
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
2162.2
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
2153.6
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
2147.1
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
2145.4
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
2137.4
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
2133.6
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
2131.6
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
2128.2
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
2116.6
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
2114.3
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
2105.7
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
2087.8
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
2070.3
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
2069.3
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
2061.4
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
2052.9
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
2048.7
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
2045.2
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
2034.0
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
2030.0
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
2023.2
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
2006.6
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
1989.1
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
1986.7
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
1975.0
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
1965.1
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
1964.4
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
1944.9
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
1942.5
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
1936.2
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
1934.6
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
1926.0
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
1924.4
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
1922.1
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
1916.7
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
1916.5
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1910.3
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
1892.3
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
1890.5
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
1890.0
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
1877.9
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
1875.5
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1875.3
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
1867.2
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
1866.5
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
1865.3
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1862.6
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
1861.1
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1859.1
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
1835.6
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1813.2
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
1805.6
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
1804.0
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
1800.0
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
1798.0
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
1795.0
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
1789.8
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
1784.9
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
1774.1
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
1759.0
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
1757.4
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
1756.8
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
1756.5
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
1753.5
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
1747.2
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
1729.5
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1728.0
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1719.3
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
1716.8
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
1707.7
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
1707.0
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
1687.5
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
1686.2
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
1679.7
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1669.7
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
1646.9
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
1641.3
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
1627.5
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1615.8
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
1607.6
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
1597.1
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1592.0
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
1585.7
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
1568.3
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
1554.1
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
1546.4
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
1546.4
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
1532.5
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
1531.6
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
1519.3
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
1501.4
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
1478.4
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
1469.2
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
1453.8
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
1446.1
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
1434.9
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
1434.3
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
1428.4
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1428.2
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
1415.7
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1404.0
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
1398.5
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
1395.4
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
1385.7
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
1371.4
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
1367.2
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1352.6
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
1335.2
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1331.3
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1320.8
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
1299.2
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
1290.0
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
1278.8
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
1271.7
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
1266.6
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
1257.5
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
1257.2
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
1253.3
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
1249.0
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
1231.9
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
1216.8
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
1203.1
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
1177.7
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
1176.0
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
1174.9
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
1160.6
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
1159.7
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
1147.5
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1136.4
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
1130.6
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
1117.6
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
1106.8
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
1082.8
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
1078.3
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
1069.9
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
1060.9
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
1048.6
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
1039.8
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
1023.3
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
1014.8
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
998.6
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
994.8
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
966.6
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
941.3
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
894.1
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
889.3
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
886.0
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
885.5
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
881.8
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
852.6
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
846.2
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
846.2
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
816.8
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
815.7
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
807.1
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
796.7
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
795.4
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
771.8
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
747.3
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
723.6
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
696.4
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
676.4
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
670.9
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
666.6
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
644.4
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
636.9
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
634.9
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
586.0
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
579.8
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
539.4
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
496.8
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
418.8
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
261.9
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
241.7
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
229.1
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
177.7
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
163.8
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A11 is not prognostic in Lung Squamous Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1971.3
Number of samples
68
Samples
Sample
Description
TPM
L642
0 years, male, stage:Stage IB, dead, 1167 days
5397.0
L881
0 years, male, stage:Stage IB, alive, 1752 days
3837.6
L633
0 years, female, stage:Stage IA, alive, 2102 days
3709.2
L739
0 years, female, stage:Stage IIIA, dead, 352 days
3599.7
L488
0 years, female, stage:Stage IIA, alive, 2993 days
3475.3
L858
0 years, female, stage:Stage IIB, dead, 558 days
3185.8
L568
0 years, female, stage:Stage IIB, dead, 71 days
3142.1
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
3119.7
L736
0 years, male, stage:Stage IA, dead, 1195 days
3027.4
L472
0 years, male, stage:Stage IB, dead, 423 days
2969.8
L464
0 years, male, stage:Stage IB, dead, 1935 days
2866.7
L857
0 years, male, stage:Stage IB, dead, 226 days
2798.0
L468
0 years, male, stage:Stage IB, alive, 3004 days
2770.5
L655
0 years, male, stage:Stage IIA, dead, 1603 days
2750.1
L559
0 years, male, stage:Stage IIB, alive, 2615 days
2732.2
L886
0 years, male, stage:Stage IB, dead, 1932 days
2613.8
L608
0 years, male, stage:Stage IA, alive, 2350 days
2357.7
L712
0 years, male, stage:Stage IA, alive, 1698 days
2289.0
L854
0 years, female, stage:Stage IB, alive, 2256 days
2259.7
L644
0 years, male, stage:Stage IA, dead, 282 days
2259.2
L818
0 years, male, stage:Stage IB, alive, 2480 days
2241.4
L604
0 years, male, stage:Stage IIA, dead, 286 days
2161.7
L719
0 years, male, stage:Stage IB, alive, 1615 days
2088.9
L650
0 years, female, stage:Stage IB, dead, 986 days
2034.3
L466
0 years, female, stage:Stage IIIA, dead, 412 days
1982.8
L420
0 years, female, stage:Stage IIB, dead, 295 days
1973.7
L652
0 years, male, stage:Stage IA, dead, 5 days
1971.2
L820
0 years, female, stage:Stage IA, alive, 2405 days
1826.3
L753
0 years, male, stage:Stage IIA, alive, 1705 days
1826.1
L715
0 years, female, stage:Stage IIIA, dead, 150 days
1805.5
L685
0 years, female, stage:Stage IIB, alive, 1944 days
1789.4
L459
0 years, male, stage:Stage IIA, alive, 3181 days
1748.1
L824
0 years, male, stage:Stage IA, dead, 665 days
1732.7
L852
0 years, male, stage:Stage IB, dead, 700 days
1732.2
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1728.8
L483
0 years, male, stage:Stage IB, dead, 77 days
1721.4
L747
0 years, female, stage:Stage IA, dead, 1112 days
1713.1
L661
0 years, male, stage:Stage IA, dead, 1123 days
1674.0
L529
0 years, female, stage:Stage IA, alive, 2775 days
1673.7
L470
0 years, female, stage:Stage IB, dead, 1774 days
1572.0
L539
0 years, male, stage:Stage IB, dead, 370 days
1567.6
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1557.5
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
1545.5
L444
0 years, female, stage:Stage IIB, alive, 3337 days
1530.3
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
1523.4
L856
0 years, male, stage:Stage IA, dead, 1465 days
1510.4
L767
0 years, male, stage:Stage IA, alive, 1718 days
1480.0
L723
0 years, male, stage:Stage IIA, dead, 433 days
1471.5
L447
0 years, male, stage:Stage IIB, alive, 3203 days
1423.8
L496
0 years, male, stage:Stage IB, alive, 2761 days
1406.9
L592
0 years, male, stage:Stage IB, alive, 2368 days
1401.0
L658
0 years, female, stage:Stage IIB, alive, 2083 days
1384.4
L457
0 years, female, stage:Stage IIA, alive, 2901 days
1335.3
L442
0 years, female, stage:Stage IB, dead, 2433 days
1324.6
L586
0 years, male, stage:Stage IIA, dead, 784 days
1298.5
L744
0 years, male, stage:Stage IA, alive, 1614 days
1262.1
L755
0 years, male, stage:Stage IIA, dead, 227 days
1250.4
L456
0 years, male, stage:Stage IIA, dead, 1660 days
1227.0
L756
0 years, male, stage:Stage IB, alive, 1796 days
1188.0
L884
0 years, male, stage:Stage IIA, alive, 1627 days
1170.8
L864
0 years, female, stage:Stage IA, alive, 2192 days
1140.4
L406
0 years, male, stage:Stage IA, alive, 3057 days
1136.1
L572
0 years, male, stage:Stage IA, alive, 2532 days
1063.2
L758
0 years, male, stage:Stage IA, dead, 1562 days
1052.9
L788
0 years, female, stage:Stage IA, alive, 3385 days
1044.5
L490
0 years, male, stage:Stage IA, dead, 716 days
882.7
L860
0 years, male, stage:Stage IA, alive, 2056 days
868.8
L760
0 years, male, stage:Stage IIA, alive, 1895 days
847.4
Show allShow less
LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0079830003
Tumor
1.2
CPT0113210003
Tumor
1.0
CPT0063730003
Tumor
0.8
CPT0014860003
Tumor
0.8
CPT0063810003
Tumor
0.7
CPT0052940004
Tumor
0.7
CPT0146780004
Tumor
0.7
CPT0069360003
Tumor
0.7
CPT0092530003
Tumor
0.7
CPT0011710004
Tumor
0.7
CPT0021450003
Tumor
0.7
CPT0102450003
Tumor
0.6
CPT0067250003
Tumor
0.6
CPT0105710003
Tumor
0.5
CPT0052170004
Tumor
0.5
CPT0090700003
Tumor
0.5
CPT0083100003
Tumor
0.5
CPT0098130003
Tumor
0.4
CPT0011910004
Tumor
0.4
CPT0118620003
Tumor
0.4
CPT0091240003
Tumor
0.4
CPT0147380004
Tumor
0.4
CPT0023310003
Tumor
0.4
CPT0146980004
Tumor
0.3
CPT0051690004
Tumor
0.3
CPT0118810003
Tumor
0.3
CPT0082740004
Tumor
0.3
CPT0118200003
Tumor
0.3
CPT0105060003
Tumor
0.3
CPT0118570003
Tumor
0.3
CPT0053040004
Tumor
0.3
CPT0068100003
Tumor
0.3
CPT0110980004
Tumor
0.3
CPT0001060010
Tumor
0.2
CPT0113990003
Tumor
0.2
CPT0013880003
Tumor
0.2
CPT0023320003
Normal
0.2
CPT0069520003
Tumor
0.2
CPT0109720004
Tumor
0.2
CPT0148280004
Tumor
0.2
CPT0147580004
Tumor
0.2
CPT0067070003
Tumor
0.2
CPT0146680004
Tumor
0.2
CPT0092930003
Tumor
0.2
CPT0014260003
Tumor
0.2
CPT0013600003
Tumor
0.2
CPT0125810003
Tumor
0.2
CPT0001960003
Tumor
0.2
CPT0111300003
Tumor
0.2
CPT0086310003
Tumor
0.1
CPT0083810003
Normal
0.1
CPT0083390004
Tumor
0.1
CPT0067290003
Normal
0.1
CPT0070060003
Tumor
0.1
CPT0008450003
Tumor
0.1
CPT0146880004
Tumor
0.1
CPT0084140003
Tumor
0.1
CPT0090570004
Tumor
0.1
CPT0148180004
Tumor
0.1
CPT0083780003
Tumor
0.1
CPT0070080003
Normal
0.1
CPT0105740003
Normal
0.1
CPT0118650003
Normal
0.1
CPT0106110003
Tumor
0.0
CPT0066890003
Tumor
0.0
CPT0109680004
Tumor
0.0
CPT0091260003
Normal
0.0
CPT0079850003
Normal
0.0
CPT0082850004
Tumor
0.0
CPT0117970003
Tumor
0.0
CPT0001070003
Normal
0.0
CPT0001380003
Tumor
0.0
CPT0090170004
Tumor
0.0
CPT0090340003
Tumor
0.0
CPT0105940003
Tumor
0.0
CPT0011750003
Normal
0.0
CPT0001580009
Tumor
0.0
CPT0109760003
Normal
0.0
CPT0105630003
Tumor
0.0
CPT0001970003
Normal
0.0
CPT0104630003
Tumor
0.0
CPT0104750003
Tumor
0.0
CPT0015410003
Tumor
0.0
CPT0063750003
Normal
0.0
CPT0001810003
Normal
0.0
CPT0105510003
Tumor
0.0
CPT0118160003
Tumor
0.0
CPT0069720003
Normal
0.0
CPT0114660004
Tumor
0.0
CPT0014930003
Normal
0.0
CPT0082770003
Normal
0.0
CPT0109740004
Tumor
0.0
CPT0069700003
Tumor
-0.1
CPT0097600003
Normal
-0.1
CPT0068610003
Tumor
-0.1
CPT0114840003
Tumor
-0.1
CPT0001390003
Normal
-0.1
CPT0105230003
Tumor
-0.1
CPT0114880003
Normal
-0.1
CPT0090860003
Tumor
-0.1
CPT0105330003
Tumor
-0.1
CPT0105370004
Normal
-0.1
CPT0067620003
Tumor
-0.1
CPT0104650003
Normal
-0.1
CPT0147880004
Tumor
-0.1
CPT0147400003
Normal
-0.1
CPT0013630003
Normal
-0.1
CPT0105270003
Tumor
-0.1
CPT0097580003
Tumor
-0.1
CPT0067110003
Normal
-0.1
CPT0118340003
Tumor
-0.1
CPT0118010003
Normal
-0.1
CPT0089340003
Tumor
-0.1
CPT0115090003
Normal
-0.1
CPT0125830003
Normal
-0.2
CPT0118880003
Tumor
-0.2
CPT0105600003
Tumor
-0.2
CPT0055100004
Tumor
-0.2
CPT0001800013
Tumor
-0.2
CPT0112080003
Normal
-0.2
CPT0067470004
Normal
-0.2
CPT0068830003
Normal
-0.2
CPT0105980003
Normal
-0.2
CPT0091860003
Tumor
-0.2
CPT0148000003
Normal
-0.2
CPT0109700003
Normal
-0.2
CPT0104760003
Normal
-0.2
CPT0118360003
Normal
-0.2
CPT0090600003
Normal
-0.2
CPT0109710003
Normal
-0.2
CPT0083140003
Normal
-0.2
CPT0066810003
Normal
-0.2
CPT0110860004
Tumor
-0.2
CPT0105190003
Normal
-0.2
CPT0068800003
Tumor
-0.2
CPT0112060003
Tumor
-0.2
CPT0090200003
Normal
-0.2
CPT0086750003
Tumor
-0.2
CPT0008410003
Tumor
-0.2
CPT0118830003
Normal
-0.3
CPT0013910003
Normal
-0.3
CPT0011930003
Normal
-0.3
CPT0104970003
Tumor
-0.3
CPT0021490003
Normal
-0.3
CPT0147100003
Normal
-0.3
CPT0146600003
Normal
-0.3
CPT0062810003
Normal
-0.3
CPT0105680003
Normal
-0.3
CPT0115070003
Tumor
-0.3
CPT0090720003
Normal
-0.3
CPT0066930003
Normal
-0.3
CPT0067950003
Normal
-0.3
CPT0091870003
Normal
-0.3
CPT0014290003
Normal
-0.3
CPT0118600003
Normal
-0.3
CPT0118180003
Normal
-0.3
CPT0105550003
Normal
-0.3
CPT0092250003
Normal
-0.3
CPT0069370003
Normal
-0.3
CPT0148300003
Normal
-0.3
CPT0102480003
Normal
-0.3
CPT0147500003
Normal
-0.3
CPT0092940003
Normal
-0.3
CPT0008420003
Normal
-0.3
CPT0090900004
Normal
-0.3
CPT0105250003
Normal
-0.3
CPT0147900003
Normal
-0.3
CPT0148200003
Normal
-0.3
CPT0110890003
Normal
-0.3
CPT0090370003
Normal
-0.3
CPT0118240003
Normal
-0.4
CPT0148100003
Normal
-0.4
CPT0015420003
Normal
-0.4
CPT0001690003
Normal
-0.4
CPT0082890003
Normal
-0.4
CPT0147980004
Tumor
-0.4
CPT0147080004
Tumor
-0.4
CPT0000930003
Normal
-0.4
CPT0111590003
Normal
-0.4
CPT0109850003
Normal
-0.4
CPT0113220003
Normal
-0.4
CPT0105610003
Normal
-0.4
CPT0063840003
Normal
-0.4
CPT0069550003
Normal
-0.4
CPT0147000003
Normal
-0.4
CPT0109830004
Tumor
-0.4
CPT0089360003
Normal
-0.4
CPT0111480003
Normal
-0.4
CPT0105010004
Normal
-0.4
CPT0106100003
Normal
-0.4
CPT0068650003
Normal
-0.4
CPT0001590003
Normal
-0.4
CPT0146800003
Normal
-0.5
CPT0083420003
Normal
-0.5
CPT0086770003
Normal
-0.5
CPT0067940003
Tumor
-0.5
CPT0147480004
Tumor
-0.5
CPT0114690003
Normal
-0.5
CPT0114010003
Normal
-0.5
CPT0118890003
Normal
-0.5
CPT0084170003
Normal
-0.5
CPT0086320003
Normal
-0.6
CPT0001660013
Tumor
-0.6
CPT0092240003
Tumor
-0.6
CPT0146700003
Normal
-0.6
CPT0067770003
Normal
-0.6
CPT0068130003
Normal
-0.6
CPT0147600003
Normal
-0.6
CPT0066780003
Tumor
-0.7
CPT0000920017
Tumor
-0.8
CPT0067450003
Tumor
-0.9
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0112540003
Tumor
1.3
CPT0126450003
Tumor
1.1
CPT0208770003
Tumor
1.1
CPT0237760003
Tumor
1.0
CPT0104360003
Tumor
0.9
CPT0105420003
Tumor
0.9
CPT0202530004
Tumor
0.7
CPT0063430003
Tumor
0.6
CPT0083980003
Tumor
0.6
CPT0217420003
Tumor
0.6
CPT0111150004
Tumor
0.6
CPT0204990003
Tumor
0.6
CPT0126740003
Tumor
0.6
CPT0191860003
Tumor
0.6
CPT0146380004
Tumor
0.6
CPT0233600003
Tumor
0.6
CPT0147680004
Tumor
0.5
CPT0186130003
Tumor
0.5
CPT0126670003
Tumor
0.5
CPT0209490003
Tumor
0.5
CPT0007740003
Tumor
0.5
CPT0202020008
Tumor
0.5
CPT0202350004
Tumor
0.4
CPT0001020003
Tumor
0.4
CPT0237410004
Tumor
0.4
CPT0175390003
Tumor
0.4
CPT0146480004
Tumor
0.4
CPT0237690004
Tumor
0.4
CPT0126530003
Tumor
0.4
CPT0130270003
Tumor
0.4
CPT0191710003
Tumor
0.4
CPT0197210003
Tumor
0.3
CPT0237970004
Tumor
0.3
CPT0117720003
Tumor
0.3
CPT0187370003
Tumor
0.3
CPT0063480003
Tumor
0.3
CPT0091820003
Tumor
0.3
CPT0098770003
Tumor
0.3
CPT0223790003
Tumor
0.3
CPT0183250004
Tumor
0.2
CPT0236430003
Normal
0.2
CPT0086260003
Tumor
0.2
CPT0209020004
Tumor
0.2
CPT0197150003
Tumor
0.2
CPT0136640003
Tumor
0.2
CPT0205000003
Normal
0.2
CPT0091050003
Tumor
0.2
CPT0130410003
Tumor
0.2
CPT0069890003
Tumor
0.2
CPT0104930003
Tumor
0.2
CPT0237060004
Tumor
0.2
CPT0147180004
Tumor
0.2
CPT0204600003
Tumor
0.2
CPT0218280003
Tumor
0.2
CPT0238110004
Tumor
0.2
CPT0126830003
Normal
0.1
CPT0245830003
Tumor
0.1
CPT0175560003
Tumor
0.1
CPT0126390003
Tumor
0.1
CPT0183270003
Normal
0.1
CPT0219360003
Tumor
0.1
CPT0197090003
Tumor
0.1
CPT0186140003
Normal
0.1
CPT0112650003
Tumor
0.1
CPT0091620003
Normal
0.1
CPT0234560003
Tumor
0.1
CPT0208780003
Normal
0.1
CPT0175120003
Tumor
0.1
CPT0023470003
Tumor
0.1
CPT0123370003
Normal
0.1
CPT0063500003
Normal
0.0
CPT0209510003
Normal
0.0
CPT0222740003
Normal
0.0
CPT0223820003
Normal
0.0
CPT0102840003
Normal
0.0
CPT0126810003
Tumor
0.0
CPT0245880003
Tumor
0.0
CPT0112550003
Normal
0.0
CPT0089880003
Tumor
0.0
CPT0130440004
Normal
0.0
CPT0202170003
Tumor
0.0
CPT0207210003
Tumor
0.0
CPT0090440003
Tumor
0.0
CPT0108560003
Tumor
0.0
CPT0197380003
Normal
0.0
CPT0197480003
Tumor
0.0
CPT0068320003
Normal
0.0
CPT0196810003
Tumor
0.0
CPT0136660003
Normal
0.0
CPT0237570003
Normal
-0.1
CPT0117770003
Normal
-0.1
CPT0245780003
Tumor
-0.1
CPT0197170003
Normal
-0.1
CPT0069900003
Normal
-0.1
CPT0105430003
Normal
-0.1
CPT0196820003
Normal
-0.1
CPT0233330003
Normal
-0.1
CPT0147700003
Normal
-0.1
CPT0104950003
Normal
-0.1
CPT0218310003
Normal
-0.1
CPT0221200003
Tumor
-0.1
CPT0227400003
Tumor
-0.1
CPT0130030003
Tumor
-0.1
CPT0234930004
Tumor
-0.1
CPT0115860003
Normal
-0.1
CPT0001030003
Normal
-0.1
CPT0010050003
Tumor
-0.1
CPT0237990003
Normal
-0.1
CPT0091610003
Tumor
-0.1
CPT0237710003
Normal
-0.1
CPT0091090003
Normal
-0.1
CPT0126470003
Normal
-0.1
CPT0128890003
Tumor
-0.1
CPT0112580003
Tumor
-0.1
CPT0197520003
Normal
-0.1
CPT0023500003
Normal
-0.1
CPT0233120003
Tumor
-0.1
CPT0175410003
Normal
-0.1
CPT0233160003
Normal
-0.1
CPT0234950004
Normal
-0.2
CPT0175260003
Tumor
-0.2
CPT0079110003
Normal
-0.2
CPT0202580004
Normal
-0.2
CPT0227070003
Normal
-0.2
CPT0192590004
Normal
-0.2
CPT0068280003
Tumor
-0.2
CPT0237780003
Normal
-0.2
CPT0087190003
Tumor
-0.2
CPT0083990003
Normal
-0.2
CPT0130310003
Normal
-0.2
CPT0079060003
Normal
-0.2
CPT0112720003
Tumor
-0.2
CPT0232670003
Tumor
-0.2
CPT0191930003
Normal
-0.2
CPT0112730003
Normal
-0.2
CPT0202400004
Normal
-0.2
CPT0112600003
Normal
-0.2
CPT0187380003
Normal
-0.2
CPT0007760003
Normal
-0.2
CPT0130070003
Normal
-0.2
CPT0123350003
Tumor
-0.3
CPT0010060003
Normal
-0.3
CPT0195510003
Tumor
-0.3
CPT0245790003
Normal
-0.3
CPT0197740003
Tumor
-0.3
CPT0202040003
Normal
-0.3
CPT0126760003
Normal
-0.3
CPT0186180003
Tumor
-0.3
CPT0237080003
Normal
-0.3
CPT0219390003
Normal
-0.3
CPT0104380003
Normal
-0.3
CPT0222730003
Tumor
-0.3
CPT0236420003
Tumor
-0.3
CPT0227420003
Normal
-0.3
CPT0098800003
Normal
-0.3
CPT0115830003
Tumor
-0.3
CPT0192540004
Tumor
-0.3
CPT0087210003
Normal
-0.3
CPT0237430003
Normal
-0.3
CPT0195520003
Normal
-0.3
CPT0241170003
Tumor
-0.3
CPT0175160003
Normal
-0.3
CPT0221220003
Normal
-0.3
CPT0233640003
Normal
-0.3
CPT0225470003
Normal
-0.3
CPT0186210003
Normal
-0.3
CPT0146400003
Normal
-0.3
CPT0245840003
Normal
-0.4
CPT0086270003
Normal
-0.4
CPT0234820003
Normal
-0.4
CPT0221660003
Normal
-0.4
CPT0202740003
Normal
-0.4
CPT0245890003
Normal
-0.4
CPT0147200003
Normal
-0.4
CPT0190550003
Tumor
-0.4
CPT0241210003
Normal
-0.4
CPT0063440003
Normal
-0.4
CPT0197860003
Normal
-0.4
CPT0126400003
Normal
-0.4
CPT0202720003
Tumor
-0.4
CPT0202220004
Normal
-0.4
CPT0111000004
Normal
-0.4
CPT0197100003
Normal
-0.4
CPT0207250003
Normal
-0.4
CPT0128900003
Normal
-0.4
CPT0108600003
Normal
-0.4
CPT0234580003
Normal
-0.5
CPT0175270003
Normal
-0.5
CPT0217490003
Normal
-0.5
CPT0101130003
Tumor
-0.5
CPT0232690003
Normal
-0.5
CPT0225380003
Tumor
-0.5
CPT0079050003
Tumor
-0.5
CPT0102790003
Tumor
-0.5
CPT0146500003
Normal
-0.5
CPT0209040003
Normal
-0.5
CPT0234790003
Tumor
-0.5
CPT0238130003
Normal
-0.5
CPT0064050003
Normal
-0.6
CPT0079100003
Tumor
-0.6
CPT0204660003
Normal
-0.6
CPT0237210003
Normal
-0.6
CPT0204820003
Normal
-0.6
CPT0112660003
Normal
-0.7
CPT0064040003
Tumor
-0.7
CPT0204800003
Tumor
-0.7
CPT0191750003
Normal
-0.7
CPT0237550004
Tumor
-0.7
CPT0233320003
Tumor
-0.7
CPT0221650003
Tumor
-0.9
CPT0237200004
Tumor
-1.0
CPT0227020003
Tumor
-1.4
Show allShow less
LUNG CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.