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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.
S100A6 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
6479.6
Number of samples
497
Samples
Sample
Description
TPM
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
32303.0
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
31847.2
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
28437.3
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
24753.6
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
24398.4
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
24239.0
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
23736.4
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
22522.0
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
22321.9
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
21521.3
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
20729.3
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
20550.6
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
20478.2
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
19929.9
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
19865.7
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
19306.5
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
18663.3
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
18288.6
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
18234.9
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
17899.5
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
17653.0
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
17325.2
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
16966.7
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
16656.9
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
16539.7
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
16255.1
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
16212.2
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
16117.0
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
15759.5
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
15696.4
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
15631.7
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
15625.9
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
15432.1
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
15420.4
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
15162.7
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
15049.4
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
14984.3
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
14863.4
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
14797.0
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
14772.5
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
14756.0
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
14664.9
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
14593.1
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
14433.4
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
14331.0
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
14006.1
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
13481.7
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
13460.3
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
13458.8
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
13432.3
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
13293.8
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
13143.2
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
13057.7
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
12915.7
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
12778.5
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
12773.6
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
12633.1
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
12321.5
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
12312.6
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
12274.6
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
12261.0
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
12249.4
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
12246.9
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
12234.1
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
12166.4
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
11637.9
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
11523.4
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
11470.0
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
11397.2
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
11379.1
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
11329.0
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
11281.0
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
11245.1
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
11242.5
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
11232.0
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
11138.6
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
11025.3
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
10997.1
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
10612.9
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
10550.0
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
10538.7
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
10538.1
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
10464.7
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
10363.2
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
10246.0
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
10237.0
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
10235.4
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
10199.6
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
10189.2
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
10162.6
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
10152.2
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
10096.0
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
10083.0
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
9971.4
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
9970.1
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
9951.5
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
9937.5
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
9924.5
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
9898.5
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
9892.3
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
9845.1
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
9813.7
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
9730.6
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
9724.9
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
9717.9
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
9716.1
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
9679.6
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
9644.6
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
9612.0
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
9570.5
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
9317.2
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
9302.2
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
9275.6
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
9209.6
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
9198.9
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
9072.7
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
9059.8
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
9025.4
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
8945.6
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
8917.6
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
8795.0
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
8741.9
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
8731.7
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
8631.3
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
8630.8
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
8536.9
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
8490.3
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
8352.7
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
8349.2
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
8273.8
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
8270.8
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
8247.5
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
8240.0
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
8186.4
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
8137.2
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
8045.5
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
8040.8
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
7948.3
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
7871.0
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
7865.0
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
7846.7
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
7782.0
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
7715.4
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
7690.6
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
7689.8
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
7676.2
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
7664.6
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
7657.1
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
7502.5
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
7488.1
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
7487.1
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
7465.8
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
7451.4
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
7451.2
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
7406.9
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
7338.6
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
7313.3
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
7253.8
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
7206.8
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
7178.1
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
7173.4
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
7159.3
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
7149.5
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
7147.8
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
7139.1
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
7122.0
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
7115.7
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
7108.4
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
7076.5
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
6853.8
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
6828.5
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
6824.7
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
6823.3
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
6807.2
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
6798.9
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
6786.9
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
6779.4
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
6751.8
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
6728.3
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
6677.6
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
6676.8
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
6633.8
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
6602.2
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
6518.9
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
6509.6
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
6501.7
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
6477.8
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
6430.0
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
6372.5
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
6369.8
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
6338.2
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
6308.0
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
6290.9
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
6271.0
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
6260.1
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
6254.7
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
6236.8
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
6142.5
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
6138.1
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
6107.4
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
6060.5
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
6032.1
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
5985.8
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
5936.2
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
5909.7
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
5887.1
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
5884.1
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
5864.9
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
5853.2
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
5812.5
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
5795.2
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
5712.7
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
5686.8
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
5660.4
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
5634.7
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
5607.4
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
5588.5
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
5550.0
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
5548.1
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
5530.6
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
5518.1
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
5484.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
5469.8
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
5469.2
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
5460.4
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
5419.2
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
5415.7
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
5412.4
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
5380.1
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
5354.4
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
5351.6
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
5343.9
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
5339.0
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
5331.8
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
5331.5
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
5274.4
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
5265.6
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
5258.8
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
5208.9
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
5185.9
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
5180.6
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
5170.8
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
5138.8
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
5101.3
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
5077.2
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
5074.6
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
5044.1
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
5028.7
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
5010.4
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
4997.2
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
4973.9
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
4915.3
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
4879.2
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
4877.8
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
4853.6
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
4842.3
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
4820.3
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
4810.7
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
4803.4
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
4779.7
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
4744.0
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
4740.5
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
4727.1
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
4719.2
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
4703.3
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
4666.0
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
4658.5
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
4657.6
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
4652.2
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
4635.0
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
4624.4
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
4621.6
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
4618.7
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
4615.1
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
4593.9
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
4567.4
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
4566.3
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
4545.1
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
4539.8
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
4531.7
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
4527.5
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
4421.8
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
4402.6
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
4395.9
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
4393.9
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
4372.5
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
4371.5
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
4362.1
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
4354.9
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
4341.4
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
4311.5
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
4303.1
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
4259.7
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
4212.5
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
4209.1
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
4189.1
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
4155.2
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
4134.7
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
4114.3
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
4060.5
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
4041.5
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
4009.9
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
3971.3
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
3968.1
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
3963.2
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
3918.6
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
3889.3
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
3859.9
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
3858.6
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
3824.7
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
3796.5
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
3775.1
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
3769.5
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
3769.2
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
3751.0
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
3750.9
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
3748.0
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
3741.6
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
3734.9
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
3729.5
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
3722.7
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
3709.8
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
3706.4
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
3683.9
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
3676.8
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
3659.0
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
3656.2
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
3648.9
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
3603.7
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
3603.0
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
3585.9
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
3578.4
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
3546.8
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
3496.9
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
3477.4
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
3467.7
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
3425.8
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
3415.1
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
3384.0
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
3380.1
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
3362.3
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
3326.9
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
3326.7
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
3324.3
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
3300.4
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
3299.6
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
3287.3
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
3274.8
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
3272.6
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
3270.3
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
3263.5
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
3261.7
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
3235.1
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
3233.4
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
3222.4
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
3203.8
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
3182.5
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
3175.9
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
3165.9
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
3162.4
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
3156.7
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
3143.2
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
3132.3
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
3124.7
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
3107.6
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
3088.1
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
3085.8
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
3070.7
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
3034.9
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
3026.8
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
3010.1
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
2978.3
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
2911.1
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
2891.1
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
2885.2
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
2880.4
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
2866.3
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
2846.6
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
2827.5
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
2825.3
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
2801.5
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
2776.2
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
2759.4
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
2738.7
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
2731.8
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
2724.3
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
2690.9
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
2687.5
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
2679.9
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
2653.0
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
2635.5
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
2627.0
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
2623.7
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
2622.7
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
2615.9
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
2608.5
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
2608.5
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
2603.1
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
2591.1
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
2570.6
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
2570.6
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
2568.5
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
2565.7
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
2552.2
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
2538.5
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
2529.3
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
2515.6
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
2509.1
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
2493.9
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
2479.7
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
2470.6
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
2462.2
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
2438.3
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
2418.8
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
2339.1
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
2337.2
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
2334.5
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
2304.2
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
2239.6
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
2237.2
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
2236.7
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
2216.5
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
2212.8
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
2211.3
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
2197.6
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
2171.5
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
2165.2
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
2131.6
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
2081.7
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
2073.1
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
2048.0
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
2017.8
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
1984.8
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
1964.2
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
1962.8
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
1951.7
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
1943.4
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
1931.7
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1925.6
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
1894.4
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
1852.1
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1849.3
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1843.4
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1825.0
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
1790.8
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
1780.0
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
1777.3
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
1773.3
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
1665.2
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
1617.6
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
1576.3
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
1558.0
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
1557.1
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
1505.2
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
1476.5
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
1451.2
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
1415.3
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
1387.6
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
1380.9
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
1351.2
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
1314.8
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
1307.4
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
1301.9
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
1298.0
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
1283.9
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
1251.2
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
1246.2
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1188.3
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
1183.5
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
1155.7
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
1143.4
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
1135.5
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
1128.4
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
1045.3
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
994.6
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
969.6
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
959.2
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
911.5
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
854.7
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
822.1
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
795.9
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
768.0
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
737.9
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
727.8
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
726.9
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
670.8
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
528.8
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
526.3
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
523.8
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
517.2
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
495.9
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
493.0
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
492.2
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
364.3
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
291.3
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
280.9
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 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.
S100A6 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
3201.8
Number of samples
105
Samples
Sample
Description
TPM
L493
0 years, female, stage:Stage IIB, alive, 2945 days
9274.5
L773
0 years, female, stage:Stage IV, dead, 311 days
9151.9
L662
0 years, male, stage:Stage IA, dead, 865 days
8643.8
L842
0 years, female, stage:Stage IB, alive, 2005 days
8183.1
L877
0 years, female, stage:Stage IA, alive, 1599 days
7693.1
L630
0 years, female, stage:Stage IA, dead, 1733 days
7389.3
L543
0 years, male, stage:Stage IA, alive, 2711 days
6991.5
L455
0 years, female, stage:Stage IA, alive, 3315 days
6926.9
L867
0 years, female, stage:Stage IIIA, dead, 317 days
6455.4
L530
0 years, female, stage:Stage IIA, dead, 308 days
6309.5
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
6092.4
L768
0 years, male, stage:Stage IIIA, dead, 472 days
6076.3
L603
0 years, female, stage:Stage IB, dead, 972 days
6061.5
L541
0 years, female, stage:Stage IIIA, dead, 915 days
6053.5
L557
0 years, female, stage:Stage IB, alive, 2580 days
5839.7
L678
0 years, female, stage:Stage IB, dead, 1114 days
5685.0
L703
0 years, male, stage:Stage IIA, dead, 1137 days
5499.7
L546
0 years, male, stage:Stage IA, dead, 973 days
5083.0
L532
0 years, female, stage:Stage IA, dead, 301 days
4950.2
L458
0 years, female, stage:Stage IA, dead, 223 days
4557.5
L601
0 years, male, stage:Stage IB, dead, 2068 days
4443.2
L682
0 years, female, stage:Stage IIB, dead, 840 days
4273.3
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
4231.1
L462
0 years, male, stage:Stage IIIA, dead, 568 days
4183.0
L778
0 years, female, stage:Stage IA, alive, 1600 days
4113.5
L569
0 years, female, stage:Stage IA, alive, 2531 days
3962.4
L688
0 years, male, stage:Stage IIIA, dead, 789 days
3915.2
L749
0 years, female, stage:Stage IIIA, dead, 189 days
3865.5
L551
0 years, male, stage:Stage IA, alive, 2924 days
3817.6
L440
0 years, male, stage:Stage IIB, dead, 651 days
3782.5
L731
0 years, female, stage:Stage IA, dead, 964 days
3725.9
L400
0 years, male, stage:Stage IIA, dead, 1233 days
3612.5
L887
0 years, male, stage:Stage IA, dead, 374 days
3591.7
L605
0 years, female, stage:Stage IA, alive, 2460 days
3580.9
L473
0 years, female, stage:Stage IA, alive, 3021 days
3454.8
L810
0 years, female, stage:Stage IIIA, dead, 625 days
3435.9
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
3401.1
L689
0 years, male, stage:Stage IA, alive, 1943 days
3398.6
L566
0 years, male, stage:Stage IB, alive, 2489 days
3332.1
L673
0 years, female, stage:Stage IA, dead, 568 days
3259.2
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
3200.6
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
3199.6
L827
0 years, male, stage:Stage IIB, dead, 1105 days
3187.9
L828
0 years, female, stage:Stage IIB, alive, 2222 days
3163.9
L871
0 years, male, stage:Stage IB, dead, 873 days
3073.4
L832
0 years, female, stage:Stage IA, alive, 2145 days
2997.0
L695
0 years, female, stage:Stage IB, dead, 1762 days
2974.2
L606
0 years, male, stage:Stage IA, alive, 2336 days
2945.1
L875
0 years, female, stage:Stage IA, alive, 1675 days
2874.3
L885
0 years, female, stage:Stage IA, alive, 1618 days
2759.9
L766
0 years, male, stage:Stage IB, alive, 1793 days
2747.6
L616
0 years, male, stage:Stage IA, dead, 410 days
2634.8
L738
0 years, female, stage:Stage IB, dead, 1314 days
2584.5
L565
0 years, female, stage:Stage IB, dead, 543 days
2575.2
L504
0 years, female, stage:Stage IA, dead, 1295 days
2554.2
L602
0 years, female, stage:Stage IA, alive, 2277 days
2505.1
L710
0 years, female, stage:Stage IIA, alive, 1775 days
2496.6
L531
0 years, male, stage:Stage IB, dead, 928 days
2486.4
L620
0 years, female, stage:Stage IIIA, dead, 338 days
2450.7
L865
0 years, female, stage:Stage IIB, alive, 1927 days
2289.9
L439
0 years, male, stage:Stage IIB, dead, 2773 days
2287.7
L800
0 years, female, stage:Stage IA, dead, 2417 days
2286.5
L808
0 years, female, stage:Stage IA, alive, 3001 days
2273.0
L596
0 years, female, stage:Stage IA, alive, 2319 days
2271.2
L831
0 years, female, stage:Stage IB, alive, 2152 days
2267.0
L446
0 years, female, stage:Stage IIB, dead, 415 days
2242.4
L826
0 years, female, stage:Stage IV, dead, 935 days
2237.7
L872
0 years, female, stage:Stage IA, alive, 1793 days
2141.8
L413
0 years, female, stage:Stage IIIA, dead, 313 days
2128.5
L850
0 years, male, stage:Stage IIIA, dead, 997 days
2126.6
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
2093.9
L890
0 years, female, stage:Stage IIB, dead, 1264 days
2041.9
L735
0 years, female, stage:Stage IA, alive, 1830 days
1989.2
L593
0 years, male, stage:Stage IA, dead, 2436 days
1988.2
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
1927.0
L656
0 years, male, stage:Stage IA, alive, 2227 days
1894.3
L829
0 years, male, stage:Stage IA, alive, 2173 days
1835.5
L585
0 years, female, stage:Stage IIA, dead, 402 days
1829.5
L851
0 years, male, stage:Stage IB, dead, 1315 days
1797.9
L545
0 years, female, stage:Stage IA, alive, 2874 days
1736.5
L879
0 years, male, stage:Stage IV, dead, 873 days
1714.4
L638
0 years, male, stage:Stage IA, alive, 2076 days
1677.7
L816
0 years, female, stage:Stage IIA, dead, 353 days
1663.0
L561
0 years, female, stage:Stage IA, alive, 2543 days
1620.0
L791
0 years, female, stage:Stage IIIA, dead, 368 days
1517.4
L484
0 years, female, stage:Stage IA, alive, 2895 days
1503.4
L617
0 years, male, stage:Stage IIIA, dead, 238 days
1482.8
L607
0 years, male, stage:Stage IB, alive, 2572 days
1468.1
L404
0 years, female, stage:Stage IIA, dead, 2318 days
1425.3
L626
0 years, female, stage:Stage IA, dead, 1994 days
1405.5
L873
0 years, female, stage:Stage IA, alive, 1740 days
1400.7
L728
0 years, male, stage:Stage IIB, dead, 1128 days
1366.6
L613
0 years, male, stage:Stage IIIA, dead, 19 days
1304.3
L599
0 years, male, stage:Stage IB, dead, 2083 days
1290.1
L746
0 years, female, stage:Stage IIIA, dead, 594 days
1168.0
L663
0 years, female, stage:Stage IB, alive, 2018 days
1162.9
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
1124.1
L802
0 years, female, stage:Stage IA, dead, 773 days
1059.3
L683
0 years, female, stage:Stage IIA, dead, 612 days
973.0
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
904.3
L782
0 years, female, stage:Stage IIB, alive, 3371 days
859.7
L725
0 years, female, stage:Stage IA, alive, 1830 days
817.3
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.
S100A6 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
3768.6
Number of samples
489
Samples
Sample
Description
TPM
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
21962.1
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
16635.6
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
16481.7
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
14996.9
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
13930.1
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
13804.0
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
13093.1
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
12074.5
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
11997.1
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
11830.8
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
11678.6
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
11517.5
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
11509.8
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
10396.0
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
10016.4
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
9691.7
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
9671.4
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
9622.8
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
9600.6
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
9581.8
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
9581.4
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
9557.0
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
9381.9
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
9209.4
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
9089.4
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
9050.7
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
8876.7
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
8789.0
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
8640.7
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
8616.4
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
8574.5
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
8574.1
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
8363.4
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
8359.2
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
8340.9
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
8219.4
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
8178.2
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
8046.5
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
8001.6
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
7948.6
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
7895.3
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
7828.2
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
7783.1
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
7757.2
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
7711.7
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
7615.3
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
7394.9
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
7244.4
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
7203.8
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
7159.8
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
7055.2
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
7010.2
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
6972.1
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
6933.8
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
6817.2
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
6791.1
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
6761.5
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
6725.8
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
6689.3
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
6659.1
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
6643.8
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
6597.4
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
6561.6
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
6534.7
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
6512.5
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
6442.8
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
6408.9
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
6394.8
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
6369.6
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
6343.0
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
6294.1
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
6231.0
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
6215.5
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
6191.6
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
6182.7
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
6121.7
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
6071.9
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
6067.5
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
6056.7
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
5963.2
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
5916.2
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
5881.0
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
5855.0
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
5794.3
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
5788.6
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
5774.1
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
5734.6
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
5694.5
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
5681.1
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
5667.2
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
5666.6
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
5636.3
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
5556.0
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
5505.4
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
5466.3
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
5459.9
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
5457.6
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
5443.4
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
5441.8
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
5433.7
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
5390.2
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
5383.4
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
5344.5
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
5317.5
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
5309.3
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
5283.9
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
5280.3
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
5273.0
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
5269.8
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
5267.8
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
5265.7
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
5232.1
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
5215.5
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
5177.8
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
5177.5
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
5166.0
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
5149.1
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
5148.2
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
5146.5
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
5102.9
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
5089.8
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
5089.6
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
5080.2
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
5058.1
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
5052.3
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
5050.0
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
4985.1
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
4944.9
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
4896.5
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
4874.2
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
4809.6
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
4803.9
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
4776.9
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
4771.9
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
4753.8
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
4749.2
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
4719.3
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
4691.0
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
4690.9
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
4658.3
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
4632.8
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
4595.4
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
4556.2
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
4553.8
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
4539.9
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
4524.9
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
4503.7
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
4479.8
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
4464.5
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
4418.0
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
4401.0
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
4385.9
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
4370.5
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
4367.7
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
4317.8
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
4284.7
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
4283.3
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
4239.4
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
4234.5
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
4221.7
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
4215.7
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
4210.9
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
4208.0
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
4189.2
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
4153.1
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
4108.2
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
4099.3
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
4072.7
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
4019.8
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
4010.5
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
3989.6
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
3980.3
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
3978.4
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
3969.9
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
3947.5
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
3937.5
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3935.1
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
3916.0
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
3911.0
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
3900.9
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
3899.7
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
3858.8
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
3854.0
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
3835.8
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
3817.9
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
3771.6
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
3761.4
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
3728.5
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
3718.7
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
3701.4
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
3676.9
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
3669.8
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
3649.8
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
3649.4
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
3638.9
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
3633.3
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
3625.0
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
3615.8
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
3558.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
3529.1
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
3498.9
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
3481.3
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
3479.6
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
3467.0
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
3458.0
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
3456.2
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
3396.0
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
3395.3
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
3387.9
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
3378.8
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
3363.8
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
3357.5
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
3357.3
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
3356.5
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
3337.1
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
3333.9
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
3312.7
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
3307.1
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
3282.2
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
3278.2
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
3276.8
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
3250.1
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
3247.7
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
3243.7
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
3241.0
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
3209.3
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
3200.6
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
3191.4
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
3187.1
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
3146.6
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
3141.0
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
3140.2
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
3137.2
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
3125.1
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
3118.6
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
3098.2
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
3097.2
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
3089.5
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
3083.7
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
3044.1
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
3039.3
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
3026.5
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
3023.5
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
3007.4
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
3004.1
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
2984.4
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
2975.9
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
2966.6
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
2965.5
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
2937.3
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
2929.5
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
2929.1
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
2915.5
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
2910.9
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
2875.0
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
2868.9
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
2861.7
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
2847.5
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
2836.2
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
2824.5
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
2806.5
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
2788.4
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
2782.1
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
2752.9
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
2744.6
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
2727.7
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
2720.7
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
2713.6
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
2707.4
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
2699.7
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
2683.3
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
2679.4
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
2672.1
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
2670.7
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
2643.8
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
2635.7
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
2633.4
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
2629.9
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
2612.8
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
2600.3
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
2589.7
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
2575.5
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
2563.3
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
2560.7
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
2560.6
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
2557.5
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
2557.2
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
2547.9
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
2536.0
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
2535.9
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
2529.2
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
2524.9
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
2510.9
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
2507.9
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
2506.5
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
2495.7
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
2494.1
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
2492.6
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
2491.4
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
2479.7
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
2479.7
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
2468.7
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
2468.2
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
2441.9
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
2432.3
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
2429.7
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
2426.3
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
2418.2
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
2408.6
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
2402.7
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
2392.0
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
2385.5
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
2385.1
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
2373.5
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
2359.3
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
2349.2
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
2341.1
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
2305.3
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
2296.0
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
2295.5
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
2292.9
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
2292.7
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
2280.1
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
2279.4
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
2256.2
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
2248.5
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
2245.2
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
2232.2
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
2229.8
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
2227.2
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
2221.6
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
2217.1
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
2204.6
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
2196.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
2175.2
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
2155.5
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
2155.2
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
2149.2
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
2138.9
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
2138.8
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
2127.7
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
2116.4
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
2106.2
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
2081.2
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
2066.1
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
2066.0
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
2049.2
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
2049.0
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
2037.7
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
2032.6
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
2032.0
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
2021.0
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
2012.1
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
2009.7
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1994.7
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
1993.0
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
1986.5
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
1980.9
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
1979.3
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1958.9
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
1957.7
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1957.3
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
1913.6
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
1910.5
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
1910.0
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
1903.0
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
1876.1
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
1875.0
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
1867.3
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1845.2
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
1822.9
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
1815.9
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
1800.7
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
1792.5
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
1792.3
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
1774.1
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
1763.3
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
1762.7
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
1756.9
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
1752.6
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
1742.6
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
1730.6
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
1725.6
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
1720.5
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
1712.6
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
1699.8
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
1694.1
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
1692.7
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
1679.0
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
1667.9
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
1654.6
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
1648.9
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
1638.5
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1630.0
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
1609.4
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
1578.4
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1574.7
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
1560.3
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1557.9
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
1557.5
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
1543.6
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
1533.7
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1522.4
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1518.4
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
1513.8
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
1510.9
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
1499.3
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
1492.3
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
1492.1
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
1490.9
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
1474.8
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
1435.8
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
1424.5
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
1413.3
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
1410.8
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
1407.6
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
1400.7
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
1364.0
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
1362.9
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
1362.5
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
1358.0
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1353.5
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
1315.9
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
1296.3
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
1267.4
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
1242.2
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
1237.6
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
1226.8
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
1226.4
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
1219.2
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
1196.8
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
1194.3
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
1179.9
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
1165.0
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
1151.1
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
1139.0
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
1136.3
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
1135.2
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
1128.0
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
1111.2
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
1107.9
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
1104.3
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
1081.7
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
1069.0
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
1058.1
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
1049.3
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
1029.7
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1022.0
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
1021.8
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
1017.7
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
1013.7
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
988.4
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
987.4
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
968.8
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
953.4
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
944.0
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
942.6
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
941.7
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
928.1
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
917.3
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
917.0
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
915.1
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
897.8
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
893.3
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
872.8
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
853.6
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
845.8
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
825.3
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
809.5
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
808.4
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
807.7
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
779.7
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
762.2
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
759.0
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
756.1
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
755.9
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
728.9
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
704.4
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
640.8
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
635.9
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
608.1
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
581.5
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
532.2
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
434.5
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
427.1
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
409.0
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
369.6
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
367.5
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 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.
S100A6 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
1704.5
Number of samples
68
Samples
Sample
Description
TPM
L642
0 years, male, stage:Stage IB, dead, 1167 days
7944.9
L568
0 years, female, stage:Stage IIB, dead, 71 days
6426.7
L592
0 years, male, stage:Stage IB, alive, 2368 days
4535.4
L468
0 years, male, stage:Stage IB, alive, 3004 days
3779.6
L559
0 years, male, stage:Stage IIB, alive, 2615 days
3771.5
L633
0 years, female, stage:Stage IA, alive, 2102 days
3527.8
L857
0 years, male, stage:Stage IB, dead, 226 days
3051.3
L488
0 years, female, stage:Stage IIA, alive, 2993 days
2889.2
L604
0 years, male, stage:Stage IIA, dead, 286 days
2639.1
L719
0 years, male, stage:Stage IB, alive, 1615 days
2591.7
L739
0 years, female, stage:Stage IIIA, dead, 352 days
2394.1
L472
0 years, male, stage:Stage IB, dead, 423 days
2328.8
L661
0 years, male, stage:Stage IA, dead, 1123 days
2291.4
L483
0 years, male, stage:Stage IB, dead, 77 days
2167.6
L858
0 years, female, stage:Stage IIB, dead, 558 days
2061.1
L586
0 years, male, stage:Stage IIA, dead, 784 days
1993.0
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1838.3
L650
0 years, female, stage:Stage IB, dead, 986 days
1820.6
L712
0 years, male, stage:Stage IA, alive, 1698 days
1796.7
L464
0 years, male, stage:Stage IB, dead, 1935 days
1674.6
L886
0 years, male, stage:Stage IB, dead, 1932 days
1665.6
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
1634.0
L854
0 years, female, stage:Stage IB, alive, 2256 days
1551.0
L496
0 years, male, stage:Stage IB, alive, 2761 days
1550.0
L644
0 years, male, stage:Stage IA, dead, 282 days
1548.3
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
1533.0
L852
0 years, male, stage:Stage IB, dead, 700 days
1532.8
L856
0 years, male, stage:Stage IA, dead, 1465 days
1516.6
L529
0 years, female, stage:Stage IA, alive, 2775 days
1474.0
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1460.7
L788
0 years, female, stage:Stage IA, alive, 3385 days
1457.9
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1435.3
L820
0 years, female, stage:Stage IA, alive, 2405 days
1433.1
L466
0 years, female, stage:Stage IIIA, dead, 412 days
1427.7
L685
0 years, female, stage:Stage IIB, alive, 1944 days
1400.2
L420
0 years, female, stage:Stage IIB, dead, 295 days
1327.8
L864
0 years, female, stage:Stage IA, alive, 2192 days
1301.4
L406
0 years, male, stage:Stage IA, alive, 3057 days
1297.0
L608
0 years, male, stage:Stage IA, alive, 2350 days
1284.5
L652
0 years, male, stage:Stage IA, dead, 5 days
1280.4
L442
0 years, female, stage:Stage IB, dead, 2433 days
1268.6
L539
0 years, male, stage:Stage IB, dead, 370 days
1251.7
L881
0 years, male, stage:Stage IB, alive, 1752 days
1244.3
L756
0 years, male, stage:Stage IB, alive, 1796 days
1236.9
L824
0 years, male, stage:Stage IA, dead, 665 days
1192.5
L753
0 years, male, stage:Stage IIA, alive, 1705 days
1159.3
L723
0 years, male, stage:Stage IIA, dead, 433 days
1127.5
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1057.5
L459
0 years, male, stage:Stage IIA, alive, 3181 days
1049.2
L658
0 years, female, stage:Stage IIB, alive, 2083 days
1034.8
L747
0 years, female, stage:Stage IA, dead, 1112 days
1023.0
L715
0 years, female, stage:Stage IIIA, dead, 150 days
1004.3
L818
0 years, male, stage:Stage IB, alive, 2480 days
945.9
L470
0 years, female, stage:Stage IB, dead, 1774 days
943.2
L767
0 years, male, stage:Stage IA, alive, 1718 days
907.7
L760
0 years, male, stage:Stage IIA, alive, 1895 days
842.8
L744
0 years, male, stage:Stage IA, alive, 1614 days
816.1
L755
0 years, male, stage:Stage IIA, dead, 227 days
793.0
L736
0 years, male, stage:Stage IA, dead, 1195 days
792.5
L490
0 years, male, stage:Stage IA, dead, 716 days
792.3
L444
0 years, female, stage:Stage IIB, alive, 3337 days
783.3
L860
0 years, male, stage:Stage IA, alive, 2056 days
771.3
L572
0 years, male, stage:Stage IA, alive, 2532 days
746.9
L456
0 years, male, stage:Stage IIA, dead, 1660 days
738.7
L758
0 years, male, stage:Stage IA, dead, 1562 days
559.6
L884
0 years, male, stage:Stage IIA, alive, 1627 days
494.0
L457
0 years, female, stage:Stage IIA, alive, 2901 days
373.0
L447
0 years, male, stage:Stage IIB, alive, 3203 days
326.3
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0011710004
Tumor
1.6
CPT0079830003
Tumor
1.5
CPT0091240003
Tumor
1.3
CPT0113210003
Tumor
1.2
CPT0052940004
Tumor
1.0
CPT0146780004
Tumor
0.9
CPT0146880004
Tumor
0.7
CPT0092530003
Tumor
0.6
CPT0069360003
Tumor
0.6
CPT0102450003
Tumor
0.6
CPT0066930003
Normal
0.6
CPT0146680004
Tumor
0.6
CPT0148100003
Normal
0.6
CPT0114840003
Tumor
0.5
CPT0067470004
Normal
0.5
CPT0147000003
Normal
0.5
CPT0105010004
Normal
0.5
CPT0063730003
Tumor
0.4
CPT0125810003
Tumor
0.4
CPT0082890003
Normal
0.4
CPT0147600003
Normal
0.4
CPT0069550003
Normal
0.4
CPT0090900004
Normal
0.4
CPT0118360003
Normal
0.4
CPT0105270003
Tumor
0.4
CPT0070080003
Normal
0.4
CPT0105740003
Normal
0.4
CPT0013630003
Normal
0.4
CPT0013910003
Normal
0.4
CPT0109760003
Normal
0.3
CPT0067290003
Normal
0.3
CPT0109700003
Normal
0.3
CPT0067770003
Normal
0.3
CPT0111590003
Normal
0.3
CPT0001690003
Normal
0.3
CPT0083140003
Normal
0.3
CPT0118890003
Normal
0.3
CPT0001970003
Normal
0.3
CPT0089360003
Normal
0.3
CPT0090720003
Normal
0.3
CPT0063750003
Normal
0.3
CPT0118600003
Normal
0.3
CPT0148200003
Normal
0.3
CPT0008410003
Tumor
0.3
CPT0146800003
Normal
0.3
CPT0104760003
Normal
0.3
CPT0105250003
Normal
0.3
CPT0069370003
Normal
0.2
CPT0067620003
Tumor
0.2
CPT0105710003
Tumor
0.2
CPT0068830003
Normal
0.2
CPT0013600003
Tumor
0.2
CPT0125830003
Normal
0.2
CPT0083420003
Normal
0.2
CPT0083390004
Tumor
0.2
CPT0118830003
Normal
0.2
CPT0068130003
Normal
0.2
CPT0067110003
Normal
0.2
CPT0105370004
Normal
0.2
CPT0092930003
Tumor
0.2
CPT0011930003
Normal
0.2
CPT0148000003
Normal
0.2
CPT0114010003
Normal
0.2
CPT0014930003
Normal
0.2
CPT0111300003
Tumor
0.2
CPT0062810003
Normal
0.2
CPT0109850003
Normal
0.2
CPT0111480003
Normal
0.2
CPT0118240003
Normal
0.2
CPT0113990003
Tumor
0.2
CPT0105190003
Normal
0.2
CPT0084170003
Normal
0.2
CPT0023320003
Normal
0.1
CPT0079850003
Normal
0.1
CPT0112080003
Normal
0.1
CPT0105680003
Normal
0.1
CPT0105940003
Tumor
0.1
CPT0055100004
Tumor
0.1
CPT0091870003
Normal
0.1
CPT0082740004
Tumor
0.1
CPT0115090003
Normal
0.1
CPT0102480003
Normal
0.1
CPT0015420003
Normal
0.1
CPT0014290003
Normal
0.1
CPT0067950003
Normal
0.1
CPT0091260003
Normal
0.1
CPT0147900003
Normal
0.1
CPT0105980003
Normal
0.1
CPT0083100003
Tumor
0.1
CPT0011750003
Normal
0.1
CPT0090700003
Tumor
0.1
CPT0118650003
Normal
0.0
CPT0097600003
Normal
0.0
CPT0000930003
Normal
0.0
CPT0092250003
Normal
0.0
CPT0001800013
Tumor
0.0
CPT0066890003
Tumor
0.0
CPT0105550003
Normal
0.0
CPT0114690003
Normal
0.0
CPT0118010003
Normal
0.0
CPT0014860003
Tumor
0.0
CPT0146700003
Normal
0.0
CPT0086320003
Normal
0.0
CPT0021490003
Normal
0.0
CPT0011910004
Tumor
0.0
CPT0052170004
Tumor
0.0
CPT0147400003
Normal
0.0
CPT0104750003
Tumor
0.0
CPT0066810003
Normal
0.0
CPT0146980004
Tumor
0.0
CPT0051690004
Tumor
0.0
CPT0082850004
Tumor
-0.1
CPT0146600003
Normal
-0.1
CPT0113220003
Normal
-0.1
CPT0092940003
Normal
-0.1
CPT0008420003
Normal
-0.1
CPT0147580004
Tumor
-0.1
CPT0110890003
Normal
-0.1
CPT0110860004
Tumor
-0.1
CPT0147100003
Normal
-0.1
CPT0114660004
Tumor
-0.1
CPT0082770003
Normal
-0.1
CPT0053040004
Tumor
-0.1
CPT0083810003
Normal
-0.1
CPT0109740004
Tumor
-0.1
CPT0106110003
Tumor
-0.1
CPT0063840003
Normal
-0.1
CPT0001070003
Normal
-0.1
CPT0068650003
Normal
-0.1
CPT0069720003
Normal
-0.1
CPT0105330003
Tumor
-0.1
CPT0147500003
Normal
-0.1
CPT0001380003
Tumor
-0.1
CPT0114880003
Normal
-0.2
CPT0023310003
Tumor
-0.2
CPT0106100003
Normal
-0.2
CPT0097580003
Tumor
-0.2
CPT0090600003
Normal
-0.2
CPT0147380004
Tumor
-0.2
CPT0118570003
Tumor
-0.2
CPT0104650003
Normal
-0.2
CPT0105060003
Tumor
-0.2
CPT0086750003
Tumor
-0.2
CPT0090860003
Tumor
-0.2
CPT0001810003
Normal
-0.2
CPT0086310003
Tumor
-0.2
CPT0104970003
Tumor
-0.2
CPT0109710003
Normal
-0.2
CPT0086770003
Normal
-0.2
CPT0089340003
Tumor
-0.2
CPT0070060003
Tumor
-0.2
CPT0069700003
Tumor
-0.2
CPT0118810003
Tumor
-0.3
CPT0090370003
Normal
-0.3
CPT0117970003
Tumor
-0.3
CPT0008450003
Tumor
-0.3
CPT0001060010
Tumor
-0.3
CPT0090200003
Normal
-0.3
CPT0001390003
Normal
-0.3
CPT0068100003
Tumor
-0.3
CPT0118180003
Normal
-0.3
CPT0015410003
Tumor
-0.3
CPT0105230003
Tumor
-0.3
CPT0148180004
Tumor
-0.3
CPT0021450003
Tumor
-0.4
CPT0109720004
Tumor
-0.4
CPT0091860003
Tumor
-0.4
CPT0001590003
Normal
-0.4
CPT0104630003
Tumor
-0.4
CPT0092240003
Tumor
-0.4
CPT0118160003
Tumor
-0.4
CPT0118200003
Tumor
-0.4
CPT0105610003
Normal
-0.5
CPT0148300003
Normal
-0.5
CPT0067250003
Tumor
-0.5
CPT0147480004
Tumor
-0.5
CPT0001580009
Tumor
-0.5
CPT0110980004
Tumor
-0.5
CPT0098130003
Tumor
-0.6
CPT0067070003
Tumor
-0.6
CPT0112060003
Tumor
-0.6
CPT0147880004
Tumor
-0.6
CPT0118340003
Tumor
-0.6
CPT0147980004
Tumor
-0.7
CPT0118880003
Tumor
-0.7
CPT0109830004
Tumor
-0.7
CPT0067940003
Tumor
-0.7
CPT0118620003
Tumor
-0.7
CPT0090340003
Tumor
-0.7
CPT0013880003
Tumor
-0.7
CPT0063810003
Tumor
-0.8
CPT0109680004
Tumor
-0.8
CPT0001960003
Tumor
-0.8
CPT0105630003
Tumor
-0.8
CPT0147080004
Tumor
-0.8
CPT0001660013
Tumor
-0.9
CPT0069520003
Tumor
-0.9
CPT0000920017
Tumor
-0.9
CPT0083780003
Tumor
-0.9
CPT0066780003
Tumor
-1.0
CPT0105600003
Tumor
-1.1
CPT0084140003
Tumor
-1.1
CPT0090170004
Tumor
-1.1
CPT0068800003
Tumor
-1.1
CPT0105510003
Tumor
-1.2
CPT0067450003
Tumor
-1.2
CPT0068610003
Tumor
-1.2
CPT0148280004
Tumor
-1.2
CPT0014260003
Tumor
-1.3
CPT0090570004
Tumor
-1.4
CPT0115070003
Tumor
-1.8
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
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LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0202040003
Normal
1.2
CPT0223820003
Normal
1.1
CPT0234820003
Normal
0.9
CPT0115860003
Normal
0.9
CPT0136660003
Normal
0.9
CPT0225470003
Normal
0.9
CPT0130310003
Normal
0.9
CPT0237780003
Normal
0.7
CPT0126670003
Tumor
0.7
CPT0105430003
Normal
0.7
CPT0083990003
Normal
0.7
CPT0238130003
Normal
0.7
CPT0001030003
Normal
0.7
CPT0202170003
Tumor
0.7
CPT0175160003
Normal
0.7
CPT0197170003
Normal
0.7
CPT0202740003
Normal
0.6
CPT0108600003
Normal
0.6
CPT0068320003
Normal
0.6
CPT0175410003
Normal
0.6
CPT0234580003
Normal
0.6
CPT0130440004
Normal
0.6
CPT0117770003
Normal
0.6
CPT0204820003
Normal
0.6
CPT0130070003
Normal
0.5
CPT0245840003
Normal
0.5
CPT0023500003
Normal
0.5
CPT0245780003
Tumor
0.5
CPT0234950004
Normal
0.5
CPT0079110003
Normal
0.5
CPT0222740003
Normal
0.5
CPT0091090003
Normal
0.5
CPT0191750003
Normal
0.5
CPT0205000003
Normal
0.5
CPT0241210003
Normal
0.5
CPT0063440003
Normal
0.5
CPT0233640003
Normal
0.5
CPT0147200003
Normal
0.5
CPT0196820003
Normal
0.5
CPT0069900003
Normal
0.5
CPT0111000004
Normal
0.5
CPT0112730003
Normal
0.5
CPT0227420003
Normal
0.4
CPT0192590004
Normal
0.4
CPT0183270003
Normal
0.4
CPT0237570003
Normal
0.4
CPT0112660003
Normal
0.4
CPT0186140003
Normal
0.4
CPT0104950003
Normal
0.4
CPT0147700003
Normal
0.4
CPT0112600003
Normal
0.4
CPT0202220004
Normal
0.4
CPT0217490003
Normal
0.4
CPT0207250003
Normal
0.4
CPT0208780003
Normal
0.4
CPT0202020008
Tumor
0.4
CPT0112550003
Normal
0.4
CPT0236430003
Normal
0.4
CPT0197520003
Normal
0.4
CPT0126470003
Normal
0.4
CPT0237080003
Normal
0.4
CPT0237710003
Normal
0.4
CPT0237430003
Normal
0.4
CPT0245790003
Normal
0.4
CPT0219390003
Normal
0.4
CPT0237990003
Normal
0.3
CPT0123370003
Normal
0.3
CPT0063500003
Normal
0.3
CPT0202530004
Tumor
0.3
CPT0126760003
Normal
0.3
CPT0064050003
Normal
0.3
CPT0104360003
Tumor
0.3
CPT0202580004
Normal
0.3
CPT0010060003
Normal
0.3
CPT0104380003
Normal
0.3
CPT0197100003
Normal
0.3
CPT0237210003
Normal
0.3
CPT0146500003
Normal
0.3
CPT0218310003
Normal
0.3
CPT0195520003
Normal
0.3
CPT0209510003
Normal
0.3
CPT0079060003
Normal
0.3
CPT0087210003
Normal
0.3
CPT0233160003
Normal
0.3
CPT0208770003
Tumor
0.2
CPT0233330003
Normal
0.2
CPT0245890003
Normal
0.2
CPT0227070003
Normal
0.2
CPT0126450003
Tumor
0.2
CPT0197380003
Normal
0.2
CPT0126400003
Normal
0.2
CPT0221660003
Normal
0.2
CPT0232690003
Normal
0.2
CPT0209040003
Normal
0.2
CPT0197860003
Normal
0.2
CPT0117720003
Tumor
0.2
CPT0007760003
Normal
0.2
CPT0186210003
Normal
0.1
CPT0191860003
Tumor
0.1
CPT0128890003
Tumor
0.1
CPT0091620003
Normal
0.1
CPT0197480003
Tumor
0.1
CPT0128900003
Normal
0.1
CPT0146400003
Normal
0.1
CPT0086270003
Normal
0.1
CPT0104930003
Tumor
0.0
CPT0102840003
Normal
0.0
CPT0221220003
Normal
0.0
CPT0187380003
Normal
0.0
CPT0204660003
Normal
-0.1
CPT0204990003
Tumor
-0.1
CPT0238110004
Tumor
-0.1
CPT0202720003
Tumor
-0.1
CPT0191930003
Normal
-0.1
CPT0146380004
Tumor
-0.1
CPT0209490003
Tumor
-0.1
CPT0195510003
Tumor
-0.1
CPT0063430003
Tumor
-0.2
CPT0089880003
Tumor
-0.2
CPT0091820003
Tumor
-0.2
CPT0126390003
Tumor
-0.2
CPT0233120003
Tumor
-0.2
CPT0237060004
Tumor
-0.2
CPT0091050003
Tumor
-0.2
CPT0202400004
Normal
-0.2
CPT0007740003
Tumor
-0.2
CPT0233600003
Tumor
-0.2
CPT0010050003
Tumor
-0.3
CPT0098800003
Normal
-0.3
CPT0063480003
Tumor
-0.3
CPT0090440003
Tumor
-0.3
CPT0197090003
Tumor
-0.3
CPT0001020003
Tumor
-0.3
CPT0197150003
Tumor
-0.3
CPT0175270003
Normal
-0.3
CPT0146480004
Tumor
-0.4
CPT0130030003
Tumor
-0.4
CPT0098770003
Tumor
-0.4
CPT0126740003
Tumor
-0.4
CPT0207210003
Tumor
-0.4
CPT0232670003
Tumor
-0.4
CPT0147680004
Tumor
-0.4
CPT0218280003
Tumor
-0.4
CPT0186130003
Tumor
-0.4
CPT0112540003
Tumor
-0.4
CPT0175560003
Tumor
-0.4
CPT0197210003
Tumor
-0.4
CPT0245880003
Tumor
-0.4
CPT0136640003
Tumor
-0.4
CPT0196810003
Tumor
-0.4
CPT0175390003
Tumor
-0.5
CPT0204600003
Tumor
-0.5
CPT0237760003
Tumor
-0.5
CPT0245830003
Tumor
-0.5
CPT0108560003
Tumor
-0.5
CPT0221200003
Tumor
-0.5
CPT0147180004
Tumor
-0.5
CPT0126830003
Normal
-0.6
CPT0102790003
Tumor
-0.6
CPT0115830003
Tumor
-0.6
CPT0234560003
Tumor
-0.6
CPT0219360003
Tumor
-0.6
CPT0236420003
Tumor
-0.6
CPT0175260003
Tumor
-0.6
CPT0130270003
Tumor
-0.6
CPT0023470003
Tumor
-0.6
CPT0237410004
Tumor
-0.6
CPT0237970004
Tumor
-0.6
CPT0079050003
Tumor
-0.6
CPT0086260003
Tumor
-0.6
CPT0105420003
Tumor
-0.7
CPT0190550003
Tumor
-0.7
CPT0234930004
Tumor
-0.7
CPT0069890003
Tumor
-0.8
CPT0112650003
Tumor
-0.8
CPT0191710003
Tumor
-0.8
CPT0183250004
Tumor
-0.8
CPT0217420003
Tumor
-0.8
CPT0209020004
Tumor
-0.8
CPT0068280003
Tumor
-0.8
CPT0204800003
Tumor
-0.8
CPT0197740003
Tumor
-0.8
CPT0123350003
Tumor
-0.8
CPT0192540004
Tumor
-0.8
CPT0202350004
Tumor
-0.8
CPT0186180003
Tumor
-0.9
CPT0187370003
Tumor
-0.9
CPT0112580003
Tumor
-0.9
CPT0234790003
Tumor
-0.9
CPT0175120003
Tumor
-0.9
CPT0079100003
Tumor
-0.9
CPT0112720003
Tumor
-0.9
CPT0227400003
Tumor
-0.9
CPT0126810003
Tumor
-1.0
CPT0130410003
Tumor
-1.0
CPT0222730003
Tumor
-1.0
CPT0091610003
Tumor
-1.0
CPT0241170003
Tumor
-1.0
CPT0237550004
Tumor
-1.1
CPT0083980003
Tumor
-1.1
CPT0237690004
Tumor
-1.1
CPT0126530003
Tumor
-1.2
CPT0101130003
Tumor
-1.2
CPT0223790003
Tumor
-1.3
CPT0087190003
Tumor
-1.3
CPT0237200004
Tumor
-1.4
CPT0111150004
Tumor
-1.4
CPT0233320003
Tumor
-1.5
CPT0064040003
Tumor
-1.5
CPT0221650003
Tumor
-1.5
CPT0225380003
Tumor
-1.7
CPT0227020003
Tumor
-1.9
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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.