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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.
NAPSA 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
1516.3
Number of samples
497
Samples
Sample
Description
TPM
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
9576.7
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
8787.5
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
7402.5
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
7146.5
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
6728.7
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
6595.7
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
6296.1
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
6230.0
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
6140.7
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
6018.1
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
5905.8
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
5847.8
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
5765.4
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
5758.3
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
5693.0
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
5601.8
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
5532.7
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
5271.6
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
5172.9
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
5149.8
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
5109.8
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
5039.9
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
4963.7
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
4916.6
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
4878.6
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
4787.6
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
4702.1
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
4700.8
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
4646.9
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
4538.1
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
4473.7
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
4399.7
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
4375.8
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
4346.8
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
4291.0
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
4274.6
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
4249.0
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
4196.5
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
4030.9
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
4010.6
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
3991.1
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
3990.2
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
3899.3
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
3876.9
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
3863.1
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
3852.2
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
3842.8
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
3838.6
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
3837.4
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
3709.8
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
3641.3
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
3602.8
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
3595.6
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
3587.3
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
3520.2
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
3508.7
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
3415.3
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
3403.2
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
3376.9
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
3370.2
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
3356.7
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
3344.6
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
3290.7
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
3271.2
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
3267.1
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
3238.1
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
3229.1
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
3215.1
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
3199.7
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
3192.6
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
3166.6
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
3109.5
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
3109.1
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
3097.9
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
3047.4
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
3045.7
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
2945.8
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
2928.4
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
2918.5
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
2896.1
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
2888.1
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
2880.5
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
2811.3
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
2801.6
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
2787.4
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
2777.4
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
2771.1
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
2765.9
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
2761.3
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
2757.9
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
2751.6
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
2640.7
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
2614.9
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
2598.4
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
2597.0
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
2595.0
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
2590.8
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
2573.1
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
2532.9
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
2515.8
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
2466.8
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
2458.2
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
2447.7
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
2436.2
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
2423.4
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
2385.0
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
2368.1
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
2357.7
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
2327.2
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
2323.7
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
2307.2
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
2305.3
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
2277.2
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
2257.4
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
2234.3
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
2227.2
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
2223.3
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
2209.1
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
2194.4
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
2162.1
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
2157.7
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
2151.8
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
2148.9
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
2132.4
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
2113.3
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
2111.5
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
2097.8
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
2089.1
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
2086.3
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
2081.0
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
2080.7
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
2040.0
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
2039.4
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
2029.2
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
2018.8
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
2018.7
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
2003.1
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
1994.6
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
1932.8
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
1930.8
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
1907.0
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
1905.9
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
1885.7
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
1873.5
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
1864.7
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
1852.5
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
1834.5
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
1830.8
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
1828.9
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
1822.4
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
1821.9
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
1820.5
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
1810.2
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
1809.0
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
1808.2
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
1802.7
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
1787.7
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
1767.7
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
1752.2
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
1731.1
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
1728.2
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
1727.6
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
1722.3
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
1721.0
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
1716.4
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
1710.6
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
1709.7
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1706.3
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
1700.3
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
1691.8
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
1677.5
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1674.1
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
1667.9
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
1660.3
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
1645.3
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
1632.1
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
1631.7
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
1622.3
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
1620.2
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1616.9
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
1596.8
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
1581.2
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
1576.1
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
1569.4
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
1569.2
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
1562.9
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
1551.6
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
1546.4
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
1529.9
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
1493.6
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
1486.3
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
1473.7
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
1458.9
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
1451.1
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
1446.7
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
1441.7
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
1441.2
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
1438.7
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
1438.6
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
1430.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1424.9
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
1421.0
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
1417.0
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1408.4
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
1399.4
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
1392.0
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
1390.8
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
1388.8
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1388.5
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
1387.4
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1364.6
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
1357.4
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
1355.1
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
1354.1
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
1351.3
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
1348.3
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1326.9
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
1319.7
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
1317.8
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
1310.8
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
1307.6
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
1300.7
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
1294.0
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1289.2
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
1283.4
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1276.5
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
1251.8
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1242.5
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
1217.8
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1201.9
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1187.8
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
1185.5
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
1172.2
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
1169.7
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
1163.5
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1162.0
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1126.7
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
1125.9
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
1123.6
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
1117.2
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
1114.6
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
1112.0
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
1105.0
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
1094.5
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1078.1
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
1067.4
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1061.8
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
1052.0
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
1044.5
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
1044.1
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
1039.6
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1039.0
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
1035.7
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
1035.6
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
1021.4
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1014.4
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
1001.2
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
995.0
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
994.0
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
990.4
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
983.8
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
978.7
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
977.7
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
968.0
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
962.9
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
933.3
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
932.8
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
924.8
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
909.8
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
907.6
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
904.9
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
896.2
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
895.6
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
892.0
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
889.3
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
878.0
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
877.3
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
873.3
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
871.8
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
869.9
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
862.7
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
855.4
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
832.5
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
830.5
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
829.9
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
807.4
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
805.9
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
798.0
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
797.5
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
776.3
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
767.5
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
765.6
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
763.6
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
751.8
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
731.9
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
716.8
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
714.5
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
712.0
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
701.4
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
696.1
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
694.1
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
694.0
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
685.8
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
680.5
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
680.2
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
677.2
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
676.0
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
668.0
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
658.8
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
652.2
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
649.4
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
645.6
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
638.0
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
635.9
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
631.2
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
630.7
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
627.0
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
618.6
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
610.0
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
599.8
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
595.2
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
593.5
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
589.8
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
584.6
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
582.9
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
579.9
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
573.4
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
560.6
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
559.0
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
555.9
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
555.2
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
534.7
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
515.3
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
512.6
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
511.5
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
507.7
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
497.2
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
495.8
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
495.2
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
488.7
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
487.2
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
480.8
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
479.2
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
469.1
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
469.0
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
455.4
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
453.9
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
453.7
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
448.6
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
447.5
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
444.3
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
431.5
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
429.5
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
426.0
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
422.4
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
418.9
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
388.8
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
388.7
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
380.4
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
374.8
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
374.1
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
366.2
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
360.1
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
359.2
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
358.8
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
358.1
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
352.3
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
348.8
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
348.0
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
346.5
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
343.6
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
343.1
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
337.2
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
334.3
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
331.9
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
331.3
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
314.7
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
313.1
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
300.0
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
297.3
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
295.6
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
295.5
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
294.9
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
291.5
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
288.1
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
287.7
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
280.5
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
273.0
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
271.6
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
268.2
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
259.6
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
258.6
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
257.9
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
254.7
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
253.1
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
250.3
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
247.1
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
244.0
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
241.9
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
226.0
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
213.2
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
212.2
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
211.7
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
207.4
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
199.7
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
195.8
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
192.9
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
192.9
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
188.5
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
177.3
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
174.3
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
171.0
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
155.8
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
155.1
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
153.9
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
151.1
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
143.2
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
138.4
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
128.3
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
125.2
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
120.2
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
115.6
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
115.2
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
110.8
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
106.6
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
102.9
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
101.1
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
99.8
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
95.1
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
91.6
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
90.3
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
81.2
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
79.7
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
78.8
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
78.7
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
78.5
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
73.2
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
73.2
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
72.3
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
71.7
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
61.2
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
59.9
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
59.0
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
53.3
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
52.8
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
46.3
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
42.7
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
42.5
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
39.8
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
36.4
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
35.7
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
34.2
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
31.7
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
31.6
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
31.6
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
28.7
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
27.8
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
25.5
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
24.6
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
20.9
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
19.4
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
19.0
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
18.2
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
17.5
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
14.9
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
14.8
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
14.3
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
14.1
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
14.0
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
11.8
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
10.5
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
8.4
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
6.6
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
6.5
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
6.3
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
6.1
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
5.8
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
5.1
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
4.8
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
3.3
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
3.3
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
3.3
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
2.7
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
2.4
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
2.0
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
2.0
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1.7
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
1.6
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1.1
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
0.9
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
0.8
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
0.7
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
0.6
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
0.4
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
0.3
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
0.3
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 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.
NAPSA 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
1450.0
Number of samples
105
Samples
Sample
Description
TPM
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
8524.3
L689
0 years, male, stage:Stage IA, alive, 1943 days
6899.1
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
5570.3
L842
0 years, female, stage:Stage IB, alive, 2005 days
4452.7
L662
0 years, male, stage:Stage IA, dead, 865 days
4276.3
L569
0 years, female, stage:Stage IA, alive, 2531 days
4136.4
L602
0 years, female, stage:Stage IA, alive, 2277 days
3991.1
L826
0 years, female, stage:Stage IV, dead, 935 days
3590.3
L404
0 years, female, stage:Stage IIA, dead, 2318 days
3167.2
L808
0 years, female, stage:Stage IA, alive, 3001 days
3134.1
L682
0 years, female, stage:Stage IIB, dead, 840 days
2987.6
L885
0 years, female, stage:Stage IA, alive, 1618 days
2890.7
L773
0 years, female, stage:Stage IV, dead, 311 days
2851.2
L546
0 years, male, stage:Stage IA, dead, 973 days
2697.0
L439
0 years, male, stage:Stage IIB, dead, 2773 days
2491.7
L832
0 years, female, stage:Stage IA, alive, 2145 days
2449.3
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
2401.3
L601
0 years, male, stage:Stage IB, dead, 2068 days
2398.1
L791
0 years, female, stage:Stage IIIA, dead, 368 days
2355.9
L683
0 years, female, stage:Stage IIA, dead, 612 days
2275.9
L455
0 years, female, stage:Stage IA, alive, 3315 days
2217.1
L829
0 years, male, stage:Stage IA, alive, 2173 days
2037.0
L531
0 years, male, stage:Stage IB, dead, 928 days
2016.3
L850
0 years, male, stage:Stage IIIA, dead, 997 days
1958.9
L400
0 years, male, stage:Stage IIA, dead, 1233 days
1937.8
L673
0 years, female, stage:Stage IA, dead, 568 days
1876.2
L782
0 years, female, stage:Stage IIB, alive, 3371 days
1865.4
L873
0 years, female, stage:Stage IA, alive, 1740 days
1854.8
L413
0 years, female, stage:Stage IIIA, dead, 313 days
1844.1
L630
0 years, female, stage:Stage IA, dead, 1733 days
1790.4
L603
0 years, female, stage:Stage IB, dead, 972 days
1788.4
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
1785.3
L541
0 years, female, stage:Stage IIIA, dead, 915 days
1751.5
L778
0 years, female, stage:Stage IA, alive, 1600 days
1701.2
L473
0 years, female, stage:Stage IA, alive, 3021 days
1601.3
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
1584.2
L731
0 years, female, stage:Stage IA, dead, 964 days
1519.1
L566
0 years, male, stage:Stage IB, alive, 2489 days
1515.6
L493
0 years, female, stage:Stage IIB, alive, 2945 days
1459.8
L638
0 years, male, stage:Stage IA, alive, 2076 days
1451.4
L626
0 years, female, stage:Stage IA, dead, 1994 days
1319.0
L565
0 years, female, stage:Stage IB, dead, 543 days
1292.8
L585
0 years, female, stage:Stage IIA, dead, 402 days
1286.7
L865
0 years, female, stage:Stage IIB, alive, 1927 days
1265.6
L605
0 years, female, stage:Stage IA, alive, 2460 days
1260.7
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
1221.4
L810
0 years, female, stage:Stage IIIA, dead, 625 days
1174.4
L746
0 years, female, stage:Stage IIIA, dead, 594 days
1171.4
L656
0 years, male, stage:Stage IA, alive, 2227 days
1168.9
L738
0 years, female, stage:Stage IB, dead, 1314 days
1167.0
L561
0 years, female, stage:Stage IA, alive, 2543 days
1143.5
L557
0 years, female, stage:Stage IB, alive, 2580 days
1118.3
L458
0 years, female, stage:Stage IA, dead, 223 days
1093.2
L545
0 years, female, stage:Stage IA, alive, 2874 days
1083.9
L877
0 years, female, stage:Stage IA, alive, 1599 days
1075.8
L530
0 years, female, stage:Stage IIA, dead, 308 days
1003.4
L617
0 years, male, stage:Stage IIIA, dead, 238 days
986.2
L802
0 years, female, stage:Stage IA, dead, 773 days
952.5
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
942.9
L851
0 years, male, stage:Stage IB, dead, 1315 days
921.4
L768
0 years, male, stage:Stage IIIA, dead, 472 days
871.5
L703
0 years, male, stage:Stage IIA, dead, 1137 days
861.9
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
845.6
L688
0 years, male, stage:Stage IIIA, dead, 789 days
836.3
L890
0 years, female, stage:Stage IIB, dead, 1264 days
777.9
L620
0 years, female, stage:Stage IIIA, dead, 338 days
734.9
L827
0 years, male, stage:Stage IIB, dead, 1105 days
695.8
L678
0 years, female, stage:Stage IB, dead, 1114 days
682.3
L828
0 years, female, stage:Stage IIB, alive, 2222 days
667.3
L879
0 years, male, stage:Stage IV, dead, 873 days
660.4
L606
0 years, male, stage:Stage IA, alive, 2336 days
647.7
L462
0 years, male, stage:Stage IIIA, dead, 568 days
645.8
L871
0 years, male, stage:Stage IB, dead, 873 days
618.6
L816
0 years, female, stage:Stage IIA, dead, 353 days
602.8
L532
0 years, female, stage:Stage IA, dead, 301 days
600.5
L725
0 years, female, stage:Stage IA, alive, 1830 days
597.2
L543
0 years, male, stage:Stage IA, alive, 2711 days
560.0
L735
0 years, female, stage:Stage IA, alive, 1830 days
543.8
L875
0 years, female, stage:Stage IA, alive, 1675 days
542.5
L613
0 years, male, stage:Stage IIIA, dead, 19 days
542.3
L831
0 years, female, stage:Stage IB, alive, 2152 days
534.6
L887
0 years, male, stage:Stage IA, dead, 374 days
497.4
L446
0 years, female, stage:Stage IIB, dead, 415 days
458.3
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
456.8
L880
0 years, female, stage:Stage IA, alive, 1767 days
430.8
L800
0 years, female, stage:Stage IA, dead, 2417 days
429.5
L867
0 years, female, stage:Stage IIIA, dead, 317 days
407.5
L749
0 years, female, stage:Stage IIIA, dead, 189 days
395.0
L616
0 years, male, stage:Stage IA, dead, 410 days
378.5
L551
0 years, male, stage:Stage IA, alive, 2924 days
338.8
L872
0 years, female, stage:Stage IA, alive, 1793 days
331.5
L766
0 years, male, stage:Stage IB, alive, 1793 days
329.0
L663
0 years, female, stage:Stage IB, alive, 2018 days
291.8
L440
0 years, male, stage:Stage IIB, dead, 651 days
268.7
L838
0 years, female, stage:Stage IA, dead, 1005 days
261.3
L504
0 years, female, stage:Stage IA, dead, 1295 days
254.6
L593
0 years, male, stage:Stage IA, dead, 2436 days
208.2
L599
0 years, male, stage:Stage IB, dead, 2083 days
203.0
L695
0 years, female, stage:Stage IB, dead, 1762 days
115.2
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
101.3
L484
0 years, female, stage:Stage IA, alive, 2895 days
95.9
L607
0 years, male, stage:Stage IB, alive, 2572 days
92.7
L728
0 years, male, stage:Stage IIB, dead, 1128 days
57.6
L596
0 years, female, stage:Stage IA, alive, 2319 days
30.5
L710
0 years, female, stage:Stage IIA, alive, 1775 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.
NAPSA 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
139.3
Number of samples
489
Samples
Sample
Description
TPM
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
1638.9
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
1627.1
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
1544.9
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
1488.3
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
1467.2
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
1365.0
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
1296.1
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
1247.6
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
1144.4
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1109.5
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
968.4
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
964.9
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
928.1
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
924.3
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
873.7
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
826.6
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
819.8
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
793.0
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
783.8
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
719.9
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
710.1
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
682.6
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
675.2
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
672.3
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
661.4
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
639.5
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
637.6
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
603.0
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
596.5
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
592.5
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
549.3
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
548.0
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
534.5
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
521.6
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
513.2
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
511.9
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
470.0
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
442.5
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
442.3
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
438.5
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
435.6
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
423.1
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
419.3
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
417.8
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
404.7
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
395.1
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
388.1
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
382.2
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
377.1
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
376.4
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
376.0
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
375.5
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
371.1
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
364.7
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
357.2
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
352.9
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
349.7
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
338.1
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
324.9
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
323.0
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
318.2
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
318.0
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
317.2
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
315.5
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
309.3
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
305.3
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
303.9
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
302.5
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
302.4
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
300.0
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
297.4
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
297.1
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
293.7
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
290.1
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
288.2
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
281.9
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
275.2
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
264.5
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
264.2
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
257.7
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
253.3
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
251.7
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
249.1
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
227.6
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
226.9
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
222.4
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
220.6
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
219.6
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
219.1
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
217.4
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
208.7
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
208.6
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
205.9
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
203.6
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
203.4
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
201.1
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
201.0
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
200.2
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
199.2
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
197.4
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
193.9
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
190.9
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
187.5
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
187.4
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
185.7
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
185.2
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
181.7
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
179.6
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
177.2
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
176.9
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
176.0
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
175.4
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
172.5
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
168.4
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
167.8
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
167.6
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
165.8
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
164.7
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
164.3
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
163.8
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
163.8
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
163.5
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
161.0
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
159.6
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
158.9
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
158.2
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
157.8
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
156.9
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
154.8
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
154.6
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
154.3
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
150.2
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
148.7
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
146.7
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
145.1
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
143.1
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
142.4
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
142.1
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
141.1
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
141.0
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
140.7
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
139.7
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
138.9
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
138.8
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
137.4
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
134.8
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
131.9
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
129.3
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
126.1
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
125.6
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
123.6
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
121.8
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
121.5
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
120.1
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
119.4
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
118.3
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
114.1
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
113.4
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
111.9
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
111.8
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
108.2
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
107.7
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
105.9
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
105.9
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
105.0
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
104.5
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
103.6
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
102.4
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
101.3
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
97.8
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
94.7
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
90.5
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
90.2
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
88.3
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
88.1
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
86.1
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
84.1
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
83.3
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
83.2
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
81.4
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
80.4
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
79.1
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
78.8
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
77.0
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
74.9
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
74.2
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
72.7
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
72.6
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
70.9
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
68.8
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
68.7
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
67.5
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
66.9
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
65.6
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
62.9
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
62.3
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
60.3
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
60.3
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
59.4
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
58.5
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
57.7
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
57.3
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
57.0
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
54.4
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
54.3
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
54.0
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
53.7
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
53.7
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
53.4
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
53.3
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
52.9
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
52.8
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
52.5
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
51.1
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
50.8
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
48.0
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
47.6
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
45.4
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
45.3
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
44.4
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
44.4
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
43.6
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
43.3
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
42.9
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
41.6
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
41.4
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
40.8
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
40.6
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
40.3
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
40.1
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
39.9
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
38.1
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
37.9
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
37.8
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
37.6
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
37.2
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
36.9
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
36.9
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
36.9
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
36.8
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
35.9
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
34.7
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
34.6
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
34.5
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
34.0
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
34.0
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
33.7
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
33.2
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
33.2
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
32.6
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
31.9
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
30.9
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
30.8
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
30.7
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
29.9
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
29.7
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
29.5
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
27.7
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
27.6
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
27.5
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
27.4
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
27.0
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
26.8
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
26.7
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
26.6
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
26.5
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
26.3
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
24.5
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
24.4
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
23.6
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
23.5
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
23.2
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
23.2
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
23.0
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
22.9
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
22.8
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
22.6
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
22.5
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
22.4
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
21.8
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
21.7
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
21.7
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
21.1
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
20.7
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
20.0
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
19.9
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
19.8
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
19.6
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
18.4
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
17.8
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
17.4
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
17.0
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
16.5
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
16.2
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
16.0
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
16.0
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
15.2
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
15.0
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
14.6
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
14.4
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
14.2
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
14.2
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
13.7
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
13.6
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
13.5
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
13.5
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
13.4
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
13.4
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
13.3
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
13.3
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
13.3
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
13.2
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
12.9
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
12.5
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
12.5
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
12.2
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
12.1
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
11.9
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
11.3
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
11.3
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
10.8
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
10.1
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
9.6
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
9.5
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
9.4
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
9.4
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
9.3
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
9.3
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
9.0
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
8.7
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
8.5
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
8.5
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
8.3
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
8.2
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
8.1
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
7.7
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
7.5
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
7.5
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
7.4
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
7.3
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
7.2
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
7.1
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
6.7
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
6.5
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
6.4
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
6.4
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
6.3
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
6.0
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
5.9
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
5.7
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
5.4
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
5.3
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
5.2
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
4.9
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
4.8
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
4.8
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
4.6
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
4.0
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
3.9
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
3.8
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
3.4
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
3.4
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
3.4
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
3.3
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
3.2
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
3.2
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
3.1
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
3.1
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
3.0
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
2.9
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
2.7
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
2.7
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
2.6
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
2.4
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
2.4
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
2.4
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
2.3
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
2.3
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
2.2
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
2.2
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
2.1
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
2.1
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
2.0
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
2.0
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
2.0
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
1.9
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
1.8
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1.7
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1.6
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
1.5
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
1.5
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
1.4
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
1.3
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
1.3
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
1.3
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
1.3
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
1.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
1.3
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
1.2
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
1.2
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
1.1
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
1.1
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
1.1
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1.1
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
1.0
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
1.0
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1.0
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
1.0
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
1.0
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
1.0
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
1.0
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1.0
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
0.9
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
0.8
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
0.8
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
0.8
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
0.8
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
0.8
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
0.8
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
0.7
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
0.7
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
0.7
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
0.7
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
0.7
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
0.7
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
0.7
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
0.7
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
0.6
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
0.6
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
0.6
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
0.6
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
0.6
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
0.5
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
0.5
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
0.5
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
0.5
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
0.5
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
0.5
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
0.5
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
0.4
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
0.4
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
0.4
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
0.4
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
0.4
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
0.4
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
0.4
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
0.4
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
0.4
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
0.4
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
0.4
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
0.4
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
0.4
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
0.4
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
0.4
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
0.3
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
0.3
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
0.3
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
0.3
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
0.3
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
0.3
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
0.3
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
0.3
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
0.3
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
0.3
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
0.3
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
0.3
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
0.3
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
0.3
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
0.3
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
0.2
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
0.2
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
0.2
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
0.2
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
0.2
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
0.2
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
0.2
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
0.2
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
0.2
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
0.1
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
0.1
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
0.1
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
0.1
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
0.1
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
0.1
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
0.0
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
0.0
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
0.0
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
0.0
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 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.
NAPSA 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
155.9
Number of samples
68
Samples
Sample
Description
TPM
L592
0 years, male, stage:Stage IB, alive, 2368 days
1500.5
L559
0 years, male, stage:Stage IIB, alive, 2615 days
775.3
L586
0 years, male, stage:Stage IIA, dead, 784 days
745.8
L860
0 years, male, stage:Stage IA, alive, 2056 days
373.1
L420
0 years, female, stage:Stage IIB, dead, 295 days
323.0
L650
0 years, female, stage:Stage IB, dead, 986 days
322.9
L644
0 years, male, stage:Stage IA, dead, 282 days
300.5
L744
0 years, male, stage:Stage IA, alive, 1614 days
288.1
L886
0 years, male, stage:Stage IB, dead, 1932 days
285.4
L655
0 years, male, stage:Stage IIA, dead, 1603 days
271.9
L406
0 years, male, stage:Stage IA, alive, 3057 days
230.4
L852
0 years, male, stage:Stage IB, dead, 700 days
215.1
L723
0 years, male, stage:Stage IIA, dead, 433 days
215.0
L755
0 years, male, stage:Stage IIA, dead, 227 days
207.7
L715
0 years, female, stage:Stage IIIA, dead, 150 days
201.8
L736
0 years, male, stage:Stage IA, dead, 1195 days
180.8
L442
0 years, female, stage:Stage IB, dead, 2433 days
167.6
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
166.6
L496
0 years, male, stage:Stage IB, alive, 2761 days
160.9
L719
0 years, male, stage:Stage IB, alive, 1615 days
155.0
L444
0 years, female, stage:Stage IIB, alive, 3337 days
154.8
L466
0 years, female, stage:Stage IIIA, dead, 412 days
153.4
L652
0 years, male, stage:Stage IA, dead, 5 days
147.4
L488
0 years, female, stage:Stage IIA, alive, 2993 days
145.8
L820
0 years, female, stage:Stage IA, alive, 2405 days
142.0
L824
0 years, male, stage:Stage IA, dead, 665 days
141.8
L604
0 years, male, stage:Stage IIA, dead, 286 days
141.7
L472
0 years, male, stage:Stage IB, dead, 423 days
134.9
L712
0 years, male, stage:Stage IA, alive, 1698 days
134.6
L633
0 years, female, stage:Stage IA, alive, 2102 days
129.7
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
123.3
L758
0 years, male, stage:Stage IA, dead, 1562 days
121.0
L788
0 years, female, stage:Stage IA, alive, 3385 days
117.3
L468
0 years, male, stage:Stage IB, alive, 3004 days
114.6
L767
0 years, male, stage:Stage IA, alive, 1718 days
107.0
L858
0 years, female, stage:Stage IIB, dead, 558 days
101.7
L563
0 years, female, stage:Stage IIB, dead, 1216 days
101.3
L464
0 years, male, stage:Stage IB, dead, 1935 days
94.1
L760
0 years, male, stage:Stage IIA, alive, 1895 days
93.2
L529
0 years, female, stage:Stage IA, alive, 2775 days
92.5
L753
0 years, male, stage:Stage IIA, alive, 1705 days
89.8
L490
0 years, male, stage:Stage IA, dead, 716 days
89.5
L818
0 years, male, stage:Stage IB, alive, 2480 days
88.6
L534
0 years, male, stage:Stage IIA, alive, 2693 days
81.4
L864
0 years, female, stage:Stage IA, alive, 2192 days
74.8
L685
0 years, female, stage:Stage IIB, alive, 1944 days
73.7
L608
0 years, male, stage:Stage IA, alive, 2350 days
67.4
L568
0 years, female, stage:Stage IIB, dead, 71 days
57.3
L539
0 years, male, stage:Stage IB, dead, 370 days
52.0
L470
0 years, female, stage:Stage IB, dead, 1774 days
51.2
L854
0 years, female, stage:Stage IB, alive, 2256 days
46.6
L747
0 years, female, stage:Stage IA, dead, 1112 days
46.2
L456
0 years, male, stage:Stage IIA, dead, 1660 days
37.0
L642
0 years, male, stage:Stage IB, dead, 1167 days
31.4
L856
0 years, male, stage:Stage IA, dead, 1465 days
30.0
L457
0 years, female, stage:Stage IIA, alive, 2901 days
29.5
L756
0 years, male, stage:Stage IB, alive, 1796 days
23.6
L857
0 years, male, stage:Stage IB, dead, 226 days
16.9
L661
0 years, male, stage:Stage IA, dead, 1123 days
12.7
L739
0 years, female, stage:Stage IIIA, dead, 352 days
8.0
L483
0 years, male, stage:Stage IB, dead, 77 days
7.6
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
4.4
L658
0 years, female, stage:Stage IIB, alive, 2083 days
2.9
L884
0 years, male, stage:Stage IIA, alive, 1627 days
1.7
L459
0 years, male, stage:Stage IIA, alive, 3181 days
1.2
L881
0 years, male, stage:Stage IB, alive, 1752 days
0.8
L572
0 years, male, stage:Stage IA, alive, 2532 days
0.4
L447
0 years, male, stage:Stage IIB, alive, 3203 days
0.2
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0083390004
Tumor
1.3
CPT0105060003
Tumor
1.1
CPT0109720004
Tumor
1.0
CPT0082850004
Tumor
1.0
CPT0013600003
Tumor
1.0
CPT0092240003
Tumor
1.0
CPT0147980004
Tumor
0.9
CPT0014930003
Normal
0.9
CPT0063810003
Tumor
0.8
CPT0001580009
Tumor
0.7
CPT0115070003
Tumor
0.7
CPT0118880003
Tumor
0.7
CPT0105370004
Normal
0.7
CPT0067290003
Normal
0.7
CPT0146780004
Tumor
0.6
CPT0014260003
Tumor
0.6
CPT0083810003
Normal
0.6
CPT0011910004
Tumor
0.6
CPT0114690003
Normal
0.6
CPT0118570003
Tumor
0.6
CPT0109830004
Tumor
0.6
CPT0092930003
Tumor
0.5
CPT0104970003
Tumor
0.5
CPT0109680004
Tumor
0.5
CPT0070080003
Normal
0.5
CPT0118650003
Normal
0.5
CPT0114840003
Tumor
0.5
CPT0109760003
Normal
0.5
CPT0148280004
Tumor
0.4
CPT0147380004
Tumor
0.4
CPT0083100003
Tumor
0.4
CPT0083780003
Tumor
0.4
CPT0066930003
Normal
0.4
CPT0147880004
Tumor
0.4
CPT0001690003
Normal
0.4
CPT0114880003
Normal
0.4
CPT0001970003
Normal
0.3
CPT0090900004
Normal
0.3
CPT0146680004
Tumor
0.3
CPT0106100003
Normal
0.3
CPT0001070003
Normal
0.3
CPT0063730003
Tumor
0.2
CPT0062810003
Normal
0.2
CPT0091260003
Normal
0.2
CPT0148000003
Normal
0.2
CPT0115090003
Normal
0.2
CPT0090600003
Normal
0.2
CPT0067470004
Normal
0.2
CPT0068100003
Tumor
0.1
CPT0069720003
Normal
0.1
CPT0067250003
Tumor
0.1
CPT0069360003
Tumor
0.1
CPT0083140003
Normal
0.1
CPT0125830003
Normal
0.1
CPT0118010003
Normal
0.1
CPT0104750003
Tumor
0.1
CPT0118180003
Normal
0.0
CPT0066890003
Tumor
0.0
CPT0066810003
Normal
0.0
CPT0001810003
Normal
0.0
CPT0118620003
Tumor
0.0
CPT0147580004
Tumor
0.0
CPT0118830003
Normal
0.0
CPT0110860004
Tumor
0.0
CPT0090370003
Normal
0.0
CPT0091240003
Tumor
0.0
CPT0105190003
Normal
0.0
CPT0105230003
Tumor
0.0
CPT0097600003
Normal
0.0
CPT0112080003
Normal
0.0
CPT0090200003
Normal
0.0
CPT0068610003
Tumor
0.0
CPT0013910003
Normal
0.0
CPT0023320003
Normal
0.0
CPT0082770003
Normal
0.0
CPT0090720003
Normal
0.0
CPT0001800013
Tumor
-0.1
CPT0063840003
Normal
-0.1
CPT0114660004
Tumor
-0.1
CPT0111300003
Tumor
-0.1
CPT0055100004
Tumor
-0.1
CPT0013880003
Tumor
-0.1
CPT0014290003
Normal
-0.1
CPT0117970003
Tumor
-0.1
CPT0090570004
Tumor
-0.1
CPT0001390003
Normal
-0.1
CPT0092940003
Normal
-0.1
CPT0111590003
Normal
-0.1
CPT0008420003
Normal
-0.1
CPT0146800003
Normal
-0.1
CPT0067070003
Tumor
-0.1
CPT0118360003
Normal
-0.1
CPT0023310003
Tumor
-0.1
CPT0008410003
Tumor
-0.1
CPT0091870003
Normal
-0.2
CPT0092250003
Normal
-0.2
CPT0105010004
Normal
-0.2
CPT0105980003
Normal
-0.2
CPT0109700003
Normal
-0.2
CPT0105740003
Normal
-0.2
CPT0000930003
Normal
-0.2
CPT0067620003
Tumor
-0.2
CPT0114010003
Normal
-0.2
CPT0082740004
Tumor
-0.2
CPT0105600003
Tumor
-0.2
CPT0069550003
Normal
-0.2
CPT0084170003
Normal
-0.2
CPT0105610003
Normal
-0.2
CPT0068130003
Normal
-0.2
CPT0068830003
Normal
-0.3
CPT0105550003
Normal
-0.3
CPT0052170004
Tumor
-0.3
CPT0015410003
Tumor
-0.3
CPT0051690004
Tumor
-0.3
CPT0109710003
Normal
-0.3
CPT0118890003
Normal
-0.3
CPT0147400003
Normal
-0.3
CPT0011750003
Normal
-0.3
CPT0067770003
Normal
-0.3
CPT0113220003
Normal
-0.3
CPT0118160003
Tumor
-0.3
CPT0105250003
Normal
-0.3
CPT0063750003
Normal
-0.3
CPT0105680003
Normal
-0.3
CPT0109850003
Normal
-0.3
CPT0011930003
Normal
-0.4
CPT0105270003
Tumor
-0.4
CPT0001660013
Tumor
-0.4
CPT0147480004
Tumor
-0.4
CPT0104630003
Tumor
-0.4
CPT0000920017
Tumor
-0.4
CPT0067950003
Normal
-0.4
CPT0104760003
Normal
-0.4
CPT0147900003
Normal
-0.4
CPT0014860003
Tumor
-0.4
CPT0021490003
Normal
-0.4
CPT0089340003
Tumor
-0.4
CPT0125810003
Tumor
-0.4
CPT0008450003
Tumor
-0.4
CPT0082890003
Normal
-0.4
CPT0105510003
Tumor
-0.4
CPT0104650003
Normal
-0.4
CPT0102480003
Normal
-0.4
CPT0105710003
Tumor
-0.4
CPT0083420003
Normal
-0.5
CPT0097580003
Tumor
-0.5
CPT0001590003
Normal
-0.5
CPT0069370003
Normal
-0.5
CPT0147100003
Normal
-0.5
CPT0148300003
Normal
-0.5
CPT0013630003
Normal
-0.5
CPT0086770003
Normal
-0.5
CPT0148200003
Normal
-0.5
CPT0086320003
Normal
-0.5
CPT0067940003
Tumor
-0.5
CPT0067110003
Normal
-0.5
CPT0079850003
Normal
-0.5
CPT0052940004
Tumor
-0.5
CPT0105330003
Tumor
-0.5
CPT0069520003
Tumor
-0.5
CPT0105630003
Tumor
-0.5
CPT0089360003
Normal
-0.5
CPT0147600003
Normal
-0.5
CPT0118240003
Normal
-0.6
CPT0148100003
Normal
-0.6
CPT0110890003
Normal
-0.6
CPT0146700003
Normal
-0.6
CPT0118600003
Normal
-0.6
CPT0001060010
Tumor
-0.6
CPT0147500003
Normal
-0.6
CPT0001380003
Tumor
-0.7
CPT0090860003
Tumor
-0.7
CPT0084140003
Tumor
-0.7
CPT0015420003
Normal
-0.7
CPT0118810003
Tumor
-0.7
CPT0147000003
Normal
-0.7
CPT0146880004
Tumor
-0.7
CPT0146600003
Normal
-0.7
CPT0112060003
Tumor
-0.8
CPT0086750003
Tumor
-0.8
CPT0111480003
Normal
-0.8
CPT0011710004
Tumor
-0.8
CPT0091860003
Tumor
-0.8
CPT0053040004
Tumor
-0.8
CPT0105940003
Tumor
-0.8
CPT0068650003
Normal
-0.9
CPT0090700003
Tumor
-0.9
CPT0070060003
Tumor
-0.9
CPT0069700003
Tumor
-0.9
CPT0146980004
Tumor
-1.0
CPT0113210003
Tumor
-1.0
CPT0113990003
Tumor
-1.0
CPT0068800003
Tumor
-1.1
CPT0067450003
Tumor
-1.1
CPT0148180004
Tumor
-1.1
CPT0106110003
Tumor
-1.1
CPT0109740004
Tumor
-1.2
CPT0098130003
Tumor
-1.2
CPT0090170004
Tumor
-1.2
CPT0086310003
Tumor
-1.2
CPT0092530003
Tumor
-1.2
CPT0001960003
Tumor
-1.2
CPT0118200003
Tumor
-1.3
CPT0021450003
Tumor
-1.3
CPT0066780003
Tumor
-1.3
CPT0079830003
Tumor
-1.4
CPT0110980004
Tumor
-1.4
CPT0118340003
Tumor
-1.4
CPT0102450003
Tumor
-1.5
CPT0147080004
Tumor
-1.6
CPT0090340003
Tumor
-1.6
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0205000003
Normal
2.1
CPT0197170003
Normal
1.8
CPT0222740003
Normal
1.7
CPT0087210003
Normal
1.6
CPT0186140003
Normal
1.6
CPT0091620003
Normal
1.6
CPT0001030003
Normal
1.5
CPT0234950004
Normal
1.5
CPT0175160003
Normal
1.5
CPT0236430003
Normal
1.4
CPT0068320003
Normal
1.4
CPT0233330003
Normal
1.4
CPT0104950003
Normal
1.4
CPT0208780003
Normal
1.4
CPT0112550003
Normal
1.3
CPT0104380003
Normal
1.3
CPT0227070003
Normal
1.2
CPT0192590004
Normal
1.2
CPT0241210003
Normal
1.2
CPT0123370003
Normal
1.2
CPT0197520003
Normal
1.2
CPT0209510003
Normal
1.2
CPT0202040003
Normal
1.1
CPT0233160003
Normal
1.1
CPT0232690003
Normal
1.1
CPT0063500003
Normal
1.1
CPT0219390003
Normal
1.1
CPT0245840003
Normal
1.1
CPT0117770003
Normal
1.1
CPT0196820003
Normal
1.0
CPT0023500003
Normal
1.0
CPT0234820003
Normal
1.0
CPT0207250003
Normal
0.9
CPT0069900003
Normal
0.9
CPT0245890003
Normal
0.8
CPT0130310003
Normal
0.8
CPT0105430003
Normal
0.8
CPT0223820003
Normal
0.7
CPT0083990003
Normal
0.7
CPT0183270003
Normal
0.7
CPT0221220003
Normal
0.7
CPT0197100003
Normal
0.7
CPT0245790003
Normal
0.6
CPT0237570003
Normal
0.6
CPT0237430003
Normal
0.6
CPT0238130003
Normal
0.6
CPT0126760003
Normal
0.6
CPT0112660003
Normal
0.6
CPT0233640003
Normal
0.6
CPT0202740003
Normal
0.6
CPT0227420003
Normal
0.5
CPT0202400004
Normal
0.5
CPT0175410003
Normal
0.5
CPT0186210003
Normal
0.5
CPT0007760003
Normal
0.5
CPT0108600003
Normal
0.5
CPT0209040003
Normal
0.5
CPT0175270003
Normal
0.5
CPT0234580003
Normal
0.4
CPT0098800003
Normal
0.4
CPT0175560003
Tumor
0.4
CPT0115860003
Normal
0.4
CPT0191930003
Normal
0.4
CPT0126400003
Normal
0.4
CPT0136660003
Normal
0.4
CPT0130070003
Normal
0.4
CPT0010060003
Normal
0.3
CPT0237990003
Normal
0.3
CPT0130440004
Normal
0.3
CPT0237710003
Normal
0.3
CPT0202580004
Normal
0.3
CPT0191750003
Normal
0.3
CPT0079110003
Normal
0.3
CPT0225470003
Normal
0.3
CPT0202220004
Normal
0.3
CPT0197380003
Normal
0.3
CPT0217490003
Normal
0.3
CPT0063440003
Normal
0.2
CPT0218310003
Normal
0.2
CPT0091090003
Normal
0.2
CPT0147700003
Normal
0.2
CPT0086270003
Normal
0.2
CPT0208770003
Tumor
0.2
CPT0112600003
Normal
0.2
CPT0117720003
Tumor
0.2
CPT0245880003
Tumor
0.2
CPT0126470003
Normal
0.2
CPT0233600003
Tumor
0.2
CPT0204820003
Normal
0.2
CPT0064050003
Normal
0.1
CPT0227400003
Tumor
0.1
CPT0079060003
Normal
0.1
CPT0237780003
Normal
0.1
CPT0237080003
Normal
0.1
CPT0204660003
Normal
0.1
CPT0195520003
Normal
0.1
CPT0232670003
Tumor
0.0
CPT0197860003
Normal
0.0
CPT0128900003
Normal
0.0
CPT0221660003
Normal
0.0
CPT0245780003
Tumor
-0.1
CPT0237210003
Normal
-0.1
CPT0238110004
Tumor
-0.1
CPT0146400003
Normal
-0.1
CPT0102840003
Normal
-0.1
CPT0146500003
Normal
-0.1
CPT0111000004
Normal
-0.1
CPT0187380003
Normal
-0.1
CPT0123350003
Tumor
-0.2
CPT0202720003
Tumor
-0.3
CPT0204990003
Tumor
-0.3
CPT0175260003
Tumor
-0.3
CPT0086260003
Tumor
-0.3
CPT0197480003
Tumor
-0.3
CPT0126740003
Tumor
-0.4
CPT0207210003
Tumor
-0.4
CPT0237060004
Tumor
-0.5
CPT0197150003
Tumor
-0.5
CPT0147200003
Normal
-0.5
CPT0112730003
Normal
-0.5
CPT0202020008
Tumor
-0.5
CPT0091050003
Tumor
-0.6
CPT0190550003
Tumor
-0.6
CPT0104360003
Tumor
-0.6
CPT0187370003
Tumor
-0.6
CPT0112540003
Tumor
-0.6
CPT0126450003
Tumor
-0.6
CPT0063430003
Tumor
-0.6
CPT0197210003
Tumor
-0.7
CPT0218280003
Tumor
-0.7
CPT0202170003
Tumor
-0.7
CPT0191860003
Tumor
-0.7
CPT0136640003
Tumor
-0.8
CPT0112650003
Tumor
-0.8
CPT0112720003
Tumor
-0.8
CPT0089880003
Tumor
-0.9
CPT0197090003
Tumor
-0.9
CPT0202530004
Tumor
-0.9
CPT0115830003
Tumor
-0.9
CPT0186130003
Tumor
-0.9
CPT0091820003
Tumor
-0.9
CPT0147680004
Tumor
-0.9
CPT0112580003
Tumor
-0.9
CPT0221200003
Tumor
-0.9
CPT0130030003
Tumor
-0.9
CPT0245830003
Tumor
-1.0
CPT0079100003
Tumor
-1.0
CPT0147180004
Tumor
-1.0
CPT0146380004
Tumor
-1.0
CPT0101130003
Tumor
-1.0
CPT0091610003
Tumor
-1.0
CPT0108560003
Tumor
-1.0
CPT0069890003
Tumor
-1.0
CPT0007740003
Tumor
-1.1
CPT0104930003
Tumor
-1.1
CPT0068280003
Tumor
-1.1
CPT0217420003
Tumor
-1.1
CPT0204800003
Tumor
-1.1
CPT0010050003
Tumor
-1.1
CPT0126390003
Tumor
-1.2
CPT0175390003
Tumor
-1.2
CPT0237970004
Tumor
-1.2
CPT0023470003
Tumor
-1.2
CPT0126830003
Normal
-1.2
CPT0183250004
Tumor
-1.2
CPT0126810003
Tumor
-1.2
CPT0197740003
Tumor
-1.2
CPT0102790003
Tumor
-1.2
CPT0204600003
Tumor
-1.3
CPT0079050003
Tumor
-1.3
CPT0192540004
Tumor
-1.3
CPT0064040003
Tumor
-1.3
CPT0237760003
Tumor
-1.3
CPT0219360003
Tumor
-1.3
CPT0241170003
Tumor
-1.4
CPT0087190003
Tumor
-1.4
CPT0223790003
Tumor
-1.4
CPT0209490003
Tumor
-1.4
CPT0128890003
Tumor
-1.4
CPT0186180003
Tumor
-1.4
CPT0234930004
Tumor
-1.4
CPT0175120003
Tumor
-1.4
CPT0083980003
Tumor
-1.5
CPT0221650003
Tumor
-1.5
CPT0130410003
Tumor
-1.5
CPT0234790003
Tumor
-1.5
CPT0130270003
Tumor
-1.5
CPT0090440003
Tumor
-1.5
CPT0196810003
Tumor
-1.5
CPT0236420003
Tumor
-1.5
CPT0237410004
Tumor
-1.5
CPT0001020003
Tumor
-1.6
CPT0063480003
Tumor
-1.6
CPT0105420003
Tumor
-1.7
CPT0233320003
Tumor
-1.7
CPT0234560003
Tumor
-1.8
CPT0225380003
Tumor
-1.8
CPT0195510003
Tumor
-1.8
CPT0227020003
Tumor
-1.8
CPT0191710003
Tumor
-1.8
CPT0111150004
Tumor
-1.8
CPT0098770003
Tumor
-1.8
CPT0126670003
Tumor
-1.9
CPT0237200004
Tumor
-1.9
CPT0237690004
Tumor
-1.9
CPT0222730003
Tumor
-1.9
CPT0209020004
Tumor
-1.9
CPT0233120003
Tumor
-2.0
CPT0126530003
Tumor
-2.1
CPT0237550004
Tumor
-2.1
CPT0202350004
Tumor
-2.2
CPT0146480004
Tumor
-2.3
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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.