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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.
KRT8 is potential prognostic, high expression is unfavorable 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
796.2
Number of samples
497
Samples
Sample
Description
TPM
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
7182.2
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
4623.2
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
3893.7
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
3565.2
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
3192.9
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
2713.9
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
2578.1
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
2481.0
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
2447.7
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
2406.1
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
2358.7
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
2241.6
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
2226.3
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
2187.0
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
2144.1
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
2126.7
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
2097.4
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
2096.3
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
2009.0
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
1976.0
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1911.3
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
1897.2
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
1893.8
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
1891.9
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1891.5
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
1869.7
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1843.8
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
1782.4
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
1768.4
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
1747.2
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
1738.2
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
1720.8
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1687.3
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
1663.1
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
1644.1
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
1616.2
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
1590.1
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
1589.8
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1586.9
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
1581.9
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
1573.7
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
1571.9
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
1568.7
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
1554.0
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
1527.6
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1524.5
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
1522.0
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
1503.7
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
1503.3
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1502.2
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
1485.5
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
1481.7
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1474.8
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
1459.8
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1431.8
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
1420.5
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1420.4
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1406.2
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1391.3
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
1381.9
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
1375.5
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
1356.6
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
1346.4
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
1346.3
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
1336.9
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1327.7
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
1327.2
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1323.8
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1322.3
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
1290.7
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
1289.9
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
1249.6
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
1244.5
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
1235.7
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
1218.4
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
1213.9
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
1208.9
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
1205.5
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
1205.3
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
1193.8
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
1190.3
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
1183.9
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1183.7
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
1178.3
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
1177.8
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1177.1
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
1165.7
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
1162.8
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
1146.3
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
1136.6
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
1127.9
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
1126.8
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
1120.7
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
1120.0
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
1114.7
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
1111.9
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
1110.9
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
1107.4
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
1107.3
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
1091.2
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1089.3
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
1086.3
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
1073.1
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
1068.4
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
1062.3
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
1061.5
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1059.5
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
1047.4
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1046.8
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
1043.5
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
1032.8
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
1032.1
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
1030.8
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
1029.2
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1024.7
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
1020.6
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
1018.4
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
1016.1
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1011.5
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1007.7
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
996.2
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
995.0
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
993.2
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
992.4
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
989.1
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
987.3
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
987.3
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
984.4
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
979.1
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
969.4
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
964.9
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
958.5
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
956.3
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
936.0
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
935.2
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
932.1
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
931.5
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
931.0
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
926.3
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
925.8
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
920.3
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
916.3
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
913.0
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
906.5
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
904.7
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
901.9
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
901.5
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
897.2
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
893.5
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
893.2
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
892.2
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
888.7
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
888.5
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
882.8
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
882.3
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
881.8
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
872.2
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
868.5
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
865.6
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
862.0
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
859.2
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
857.2
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
855.0
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
851.7
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
851.5
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
850.5
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
849.4
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
847.2
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
847.0
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
846.1
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
841.2
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
840.3
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
838.8
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
833.9
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
830.2
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
828.1
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
826.5
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
824.9
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
819.7
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
819.3
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
807.9
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
805.3
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
803.0
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
802.5
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
801.5
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
799.9
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
799.3
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
799.2
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
798.6
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
796.9
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
794.1
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
792.1
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
791.9
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
780.7
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
780.6
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
779.0
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
778.1
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
775.7
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
770.3
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
764.5
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
763.3
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
760.8
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
760.3
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
759.2
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
758.1
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
753.0
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
752.8
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
748.7
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
745.7
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
738.6
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
734.0
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
723.4
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
723.1
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
721.5
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
720.5
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
718.2
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
716.3
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
714.3
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
712.8
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
712.2
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
710.1
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
708.5
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
704.3
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
702.0
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
700.0
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
697.7
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
696.8
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
695.0
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
694.7
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
694.0
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
693.7
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
692.3
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
687.7
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
685.9
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
683.3
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
683.1
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
683.0
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
681.0
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
680.6
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
673.2
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
670.2
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
670.1
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
665.9
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
662.3
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
660.3
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
656.5
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
655.8
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
655.7
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
653.1
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
642.4
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
641.5
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
641.2
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
638.9
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
638.2
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
636.4
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
634.0
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
633.7
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
629.3
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
626.0
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
622.9
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
620.2
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
614.6
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
614.6
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
614.5
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
603.8
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
603.5
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
602.1
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
596.9
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
594.1
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
592.7
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
592.5
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
590.7
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
589.2
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
588.5
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
586.8
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
586.4
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
583.7
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
582.6
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
582.1
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
581.0
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
579.3
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
579.0
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
577.8
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
576.4
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
575.1
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
564.0
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
563.2
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
557.2
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
555.4
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
555.3
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
554.1
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
553.1
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
551.7
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
549.8
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
548.1
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
545.4
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
543.1
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
541.4
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
541.1
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
537.9
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
537.5
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
536.7
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
535.2
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
534.5
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
533.2
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
532.0
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
531.3
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
530.7
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
527.6
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
526.2
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
524.0
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
519.8
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
517.4
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
517.3
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
515.7
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
511.0
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
508.6
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
506.9
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
506.4
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
504.7
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
500.0
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
499.2
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
498.9
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
497.7
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
497.3
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
494.9
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
494.5
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
494.4
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
493.8
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
489.4
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
489.3
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
487.9
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
487.1
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
485.9
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
484.5
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
484.0
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
482.0
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
480.9
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
479.7
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
477.8
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
475.9
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
475.0
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
465.9
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
462.5
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
462.1
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
459.3
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
458.6
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
454.7
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
454.1
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
450.4
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
449.8
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
449.8
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
449.6
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
448.3
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
447.6
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
447.1
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
441.8
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
440.8
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
437.8
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
437.0
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
436.8
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
435.3
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
434.6
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
434.5
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
433.7
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
432.8
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
432.4
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
431.6
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
420.6
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
420.3
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
420.0
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
419.1
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
415.2
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
414.7
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
414.3
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
414.0
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
413.2
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
411.9
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
408.9
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
407.5
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
405.3
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
405.1
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
402.7
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
402.4
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
399.0
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
397.1
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
396.6
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
396.4
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
394.9
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
394.6
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
393.9
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
392.8
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
390.5
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
389.9
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
388.9
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
387.6
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
384.7
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
384.3
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
383.7
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
379.2
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
378.3
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
376.3
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
374.4
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
370.6
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
370.0
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
364.3
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
360.4
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
358.8
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
358.0
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
357.7
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
356.8
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
352.2
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
351.1
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
350.1
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
347.1
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
345.5
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
342.5
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
340.4
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
339.4
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
337.9
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
337.7
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
337.6
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
333.7
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
332.3
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
327.0
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
326.8
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
326.0
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
325.0
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
324.6
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
324.0
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
319.4
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
318.8
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
317.6
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
315.1
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
308.4
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
296.7
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
294.0
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
290.6
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
275.9
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
275.2
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
274.4
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
273.2
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
272.7
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
269.7
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
269.7
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
268.4
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
267.6
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
267.4
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
266.9
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
265.8
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
264.9
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
262.1
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
260.9
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
257.7
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
257.1
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
255.7
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
253.8
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
248.6
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
248.4
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
243.6
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
243.6
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
243.1
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
242.9
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
242.9
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
242.9
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
240.3
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
235.2
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
234.8
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
234.4
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
232.2
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
230.8
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
230.0
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
227.7
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
207.3
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
206.9
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
200.6
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
199.9
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
197.1
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
191.0
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
182.9
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
181.5
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
174.5
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
173.5
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
155.9
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
147.3
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
146.7
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
146.0
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
143.1
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
120.5
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
117.0
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
112.5
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
110.8
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
101.0
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
89.0
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
82.0
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
68.9
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 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.
KRT8 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
225.0
Number of samples
105
Samples
Sample
Description
TPM
L703
0 years, male, stage:Stage IIA, dead, 1137 days
682.7
L662
0 years, male, stage:Stage IA, dead, 865 days
678.6
L557
0 years, female, stage:Stage IB, alive, 2580 days
601.1
L607
0 years, male, stage:Stage IB, alive, 2572 days
596.2
L543
0 years, male, stage:Stage IA, alive, 2711 days
562.6
L842
0 years, female, stage:Stage IB, alive, 2005 days
556.2
L446
0 years, female, stage:Stage IIB, dead, 415 days
494.5
L504
0 years, female, stage:Stage IA, dead, 1295 days
491.8
L532
0 years, female, stage:Stage IA, dead, 301 days
481.1
L638
0 years, male, stage:Stage IA, alive, 2076 days
456.1
L569
0 years, female, stage:Stage IA, alive, 2531 days
363.8
L484
0 years, female, stage:Stage IA, alive, 2895 days
356.9
L546
0 years, male, stage:Stage IA, dead, 973 days
355.3
L603
0 years, female, stage:Stage IB, dead, 972 days
354.6
L462
0 years, male, stage:Stage IIIA, dead, 568 days
346.6
L890
0 years, female, stage:Stage IIB, dead, 1264 days
336.5
L695
0 years, female, stage:Stage IB, dead, 1762 days
336.4
L688
0 years, male, stage:Stage IIIA, dead, 789 days
336.0
L530
0 years, female, stage:Stage IIA, dead, 308 days
334.4
L531
0 years, male, stage:Stage IB, dead, 928 days
331.6
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
329.7
L541
0 years, female, stage:Stage IIIA, dead, 915 days
319.7
L731
0 years, female, stage:Stage IA, dead, 964 days
308.1
L832
0 years, female, stage:Stage IA, alive, 2145 days
297.7
L545
0 years, female, stage:Stage IA, alive, 2874 days
288.0
L887
0 years, male, stage:Stage IA, dead, 374 days
286.3
L673
0 years, female, stage:Stage IA, dead, 568 days
284.9
L879
0 years, male, stage:Stage IV, dead, 873 days
277.9
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
274.8
L617
0 years, male, stage:Stage IIIA, dead, 238 days
273.0
L440
0 years, male, stage:Stage IIB, dead, 651 days
258.2
L678
0 years, female, stage:Stage IB, dead, 1114 days
251.6
L810
0 years, female, stage:Stage IIIA, dead, 625 days
247.1
L551
0 years, male, stage:Stage IA, alive, 2924 days
238.6
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
234.9
L620
0 years, female, stage:Stage IIIA, dead, 338 days
233.8
L768
0 years, male, stage:Stage IIIA, dead, 472 days
232.8
L613
0 years, male, stage:Stage IIIA, dead, 19 days
227.3
L458
0 years, female, stage:Stage IA, dead, 223 days
224.7
L683
0 years, female, stage:Stage IIA, dead, 612 days
213.7
L585
0 years, female, stage:Stage IIA, dead, 402 days
212.3
L867
0 years, female, stage:Stage IIIA, dead, 317 days
208.1
L663
0 years, female, stage:Stage IB, alive, 2018 days
204.2
L561
0 years, female, stage:Stage IA, alive, 2543 days
197.9
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
197.5
L746
0 years, female, stage:Stage IIIA, dead, 594 days
193.7
L493
0 years, female, stage:Stage IIB, alive, 2945 days
193.0
L808
0 years, female, stage:Stage IA, alive, 3001 days
192.7
L766
0 years, male, stage:Stage IB, alive, 1793 days
189.7
L802
0 years, female, stage:Stage IA, dead, 773 days
186.9
L710
0 years, female, stage:Stage IIA, alive, 1775 days
185.6
L439
0 years, male, stage:Stage IIB, dead, 2773 days
185.1
L871
0 years, male, stage:Stage IB, dead, 873 days
184.9
L828
0 years, female, stage:Stage IIB, alive, 2222 days
184.1
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
181.0
L826
0 years, female, stage:Stage IV, dead, 935 days
181.0
L738
0 years, female, stage:Stage IB, dead, 1314 days
180.6
L400
0 years, male, stage:Stage IIA, dead, 1233 days
179.1
L782
0 years, female, stage:Stage IIB, alive, 3371 days
177.5
L735
0 years, female, stage:Stage IA, alive, 1830 days
175.6
L725
0 years, female, stage:Stage IA, alive, 1830 days
174.9
L831
0 years, female, stage:Stage IB, alive, 2152 days
173.6
L404
0 years, female, stage:Stage IIA, dead, 2318 days
173.3
L682
0 years, female, stage:Stage IIB, dead, 840 days
170.7
L850
0 years, male, stage:Stage IIIA, dead, 997 days
163.6
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
162.8
L880
0 years, female, stage:Stage IA, alive, 1767 days
161.8
L885
0 years, female, stage:Stage IA, alive, 1618 days
161.3
L565
0 years, female, stage:Stage IB, dead, 543 days
161.2
L413
0 years, female, stage:Stage IIIA, dead, 313 days
153.5
L877
0 years, female, stage:Stage IA, alive, 1599 days
150.7
L872
0 years, female, stage:Stage IA, alive, 1793 days
148.9
L689
0 years, male, stage:Stage IA, alive, 1943 days
147.9
L605
0 years, female, stage:Stage IA, alive, 2460 days
144.3
L599
0 years, male, stage:Stage IB, dead, 2083 days
142.0
L773
0 years, female, stage:Stage IV, dead, 311 days
141.8
L656
0 years, male, stage:Stage IA, alive, 2227 days
132.7
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
131.5
L873
0 years, female, stage:Stage IA, alive, 1740 days
125.0
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
124.7
L601
0 years, male, stage:Stage IB, dead, 2068 days
124.7
L816
0 years, female, stage:Stage IIA, dead, 353 days
123.7
L455
0 years, female, stage:Stage IA, alive, 3315 days
122.4
L800
0 years, female, stage:Stage IA, dead, 2417 days
120.6
L596
0 years, female, stage:Stage IA, alive, 2319 days
120.0
L630
0 years, female, stage:Stage IA, dead, 1733 days
118.9
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
118.1
L616
0 years, male, stage:Stage IA, dead, 410 days
117.9
L865
0 years, female, stage:Stage IIB, alive, 1927 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.
KRT8 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
552.2
Number of samples
489
Samples
Sample
Description
TPM
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
6026.6
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
2871.8
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
2536.4
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
2042.6
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
2031.3
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
2005.4
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1916.1
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
1795.6
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
1783.9
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
1763.8
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1757.4
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
1651.5
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1644.8
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
1640.5
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1616.0
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
1578.8
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
1558.0
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1489.9
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
1484.3
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
1458.9
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
1403.0
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1389.5
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
1384.3
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
1381.1
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
1350.1
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
1309.2
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
1289.6
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
1284.7
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
1283.1
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
1259.8
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
1204.9
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
1202.1
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
1189.7
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
1168.3
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1157.1
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
1155.4
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
1140.3
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
1137.6
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
1127.8
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
1127.7
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
1122.2
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
1121.8
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
1074.9
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
1064.5
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
1062.3
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
1057.2
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
1049.2
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
1048.4
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
1043.7
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
1041.3
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
1037.1
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
1033.4
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
1028.2
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
1024.0
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
1020.7
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
1012.8
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
1003.0
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
992.5
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
989.3
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
984.9
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
976.5
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
969.9
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
969.9
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
969.2
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
960.6
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
960.3
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
953.5
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
949.6
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
944.6
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
938.5
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
934.4
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
933.0
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
932.4
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
931.9
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
928.9
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
924.7
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
908.9
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
904.3
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
903.9
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
890.5
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
879.4
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
874.3
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
872.0
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
867.6
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
863.7
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
858.9
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
856.6
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
854.7
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
849.4
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
834.5
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
827.3
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
825.6
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
820.9
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
816.6
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
814.8
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
812.4
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
811.4
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
810.2
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
809.8
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
809.4
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
807.8
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
805.7
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
790.8
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
788.4
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
786.2
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
780.6
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
777.9
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
770.3
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
765.3
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
764.9
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
764.5
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
761.7
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
761.5
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
760.7
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
760.7
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
753.2
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
752.4
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
752.3
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
745.5
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
743.4
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
741.9
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
737.2
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
730.2
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
722.1
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
714.8
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
709.9
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
707.6
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
704.6
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
704.3
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
699.6
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
697.8
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
696.8
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
693.3
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
690.9
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
690.4
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
687.4
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
686.4
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
685.8
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
685.1
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
681.7
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
680.4
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
673.7
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
673.3
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
670.8
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
662.7
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
661.6
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
648.7
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
648.1
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
643.9
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
640.3
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
639.2
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
639.2
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
631.0
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
630.6
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
627.4
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
626.1
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
625.0
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
624.6
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
623.0
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
620.0
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
616.0
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
613.2
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
611.5
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
611.1
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
610.6
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
608.5
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
607.2
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
606.8
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
605.1
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
603.6
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
602.0
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
593.0
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
585.2
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
583.7
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
578.3
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
578.1
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
577.7
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
572.4
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
569.9
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
567.5
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
567.0
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
566.0
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
565.5
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
565.0
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
561.6
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
561.4
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
554.2
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
552.4
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
551.7
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
541.9
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
526.3
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
526.2
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
525.7
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
523.2
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
521.4
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
519.4
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
519.3
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
518.2
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
516.4
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
513.4
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
511.8
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
505.8
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
505.3
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
504.5
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
504.4
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
504.3
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
503.9
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
502.9
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
502.7
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
502.5
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
502.4
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
501.8
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
498.4
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
497.0
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
495.3
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
494.3
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
494.2
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
492.4
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
486.6
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
485.2
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
482.0
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
480.1
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
475.3
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
474.3
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
473.9
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
472.8
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
468.3
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
462.1
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
458.3
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
455.8
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
454.8
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
454.6
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
453.9
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
453.7
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
450.4
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
446.5
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
445.9
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
442.4
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
442.2
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
440.9
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
439.0
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
435.6
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
434.2
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
433.8
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
433.6
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
432.4
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
431.5
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
429.6
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
425.5
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
422.9
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
421.8
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
421.4
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
419.0
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
418.4
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
417.4
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
415.9
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
415.4
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
414.9
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
414.7
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
408.3
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
407.8
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
404.9
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
404.7
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
404.0
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
398.3
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
395.1
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
394.6
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
394.3
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
392.8
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
392.7
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
392.4
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
391.4
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
387.3
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
384.1
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
384.0
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
382.6
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
381.8
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
381.2
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
380.9
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
378.9
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
377.7
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
374.9
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
372.4
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
371.7
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
371.4
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
370.9
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
370.3
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
369.6
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
368.2
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
368.0
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
367.2
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
367.1
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
365.7
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
365.6
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
365.2
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
364.4
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
363.0
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
362.4
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
361.7
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
360.5
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
356.9
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
356.9
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
356.2
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
354.0
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
353.3
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
349.2
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
341.5
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
338.6
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
338.6
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
337.9
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
336.5
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
335.0
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
333.7
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
332.9
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
332.4
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
332.2
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
332.2
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
332.2
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
331.3
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
330.9
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
330.6
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
330.6
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
326.7
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
326.4
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
325.7
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
319.4
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
319.3
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
316.1
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
313.5
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
312.2
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
312.2
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
308.1
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
308.0
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
307.3
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
306.4
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
305.9
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
305.8
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
305.6
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
302.2
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
302.1
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
301.7
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
301.5
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
300.8
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
300.3
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
298.3
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
297.5
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
297.0
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
296.0
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
293.8
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
292.0
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
291.3
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
291.0
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
290.9
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
289.0
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
287.6
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
287.4
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
283.5
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
282.2
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
281.9
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
281.6
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
279.1
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
278.1
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
275.7
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
270.1
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
264.1
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
261.8
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
261.7
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
259.9
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
254.6
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
254.1
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
252.2
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
252.0
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
251.3
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
251.2
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
250.6
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
250.6
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
250.3
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
250.3
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
249.4
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
246.7
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
246.5
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
245.1
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
244.9
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
244.8
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
242.0
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
238.5
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
236.7
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
235.5
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
233.7
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
232.8
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
232.7
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
232.0
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
229.9
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
227.8
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
226.5
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
225.8
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
225.8
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
225.6
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
222.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
222.1
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
221.8
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
218.3
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
215.2
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
215.1
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
214.5
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
213.1
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
212.5
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
203.6
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
202.4
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
201.7
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
201.6
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
198.8
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
197.2
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
193.6
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
190.1
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
189.0
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
188.6
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
186.1
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
185.8
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
185.4
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
183.5
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
181.7
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
181.1
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
173.2
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
171.3
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
170.7
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
170.7
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
165.8
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
164.7
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
162.9
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
162.8
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
160.3
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
160.2
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
159.2
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
157.4
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
157.2
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
155.0
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
154.1
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
153.1
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
149.9
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
148.0
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
147.8
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
146.8
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
146.5
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
141.7
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
134.0
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
128.7
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
128.0
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
126.8
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
124.1
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
120.3
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
119.8
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
118.2
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
117.8
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
117.7
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
113.1
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
111.8
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
111.5
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
110.2
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
99.4
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
98.5
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
98.0
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
97.2
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
95.2
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
91.2
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
90.0
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
73.2
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
72.8
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
70.2
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
70.1
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
59.5
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
56.6
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
50.5
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
48.1
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
48.1
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
46.1
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
44.7
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
42.4
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
42.2
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
40.1
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
39.5
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
32.8
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
32.6
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
31.9
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
22.5
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
19.9
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
16.2
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
12.4
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 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.
KRT8 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
186.5
Number of samples
68
Samples
Sample
Description
TPM
L818
0 years, male, stage:Stage IB, alive, 2480 days
1083.9
L559
0 years, male, stage:Stage IIB, alive, 2615 days
642.5
L756
0 years, male, stage:Stage IB, alive, 1796 days
613.2
L712
0 years, male, stage:Stage IA, alive, 1698 days
575.8
L529
0 years, female, stage:Stage IA, alive, 2775 days
478.6
L563
0 years, female, stage:Stage IIB, dead, 1216 days
399.6
L586
0 years, male, stage:Stage IIA, dead, 784 days
350.9
L539
0 years, male, stage:Stage IB, dead, 370 days
347.7
L642
0 years, male, stage:Stage IB, dead, 1167 days
337.2
L858
0 years, female, stage:Stage IIB, dead, 558 days
334.4
L464
0 years, male, stage:Stage IB, dead, 1935 days
330.8
L857
0 years, male, stage:Stage IB, dead, 226 days
304.4
L496
0 years, male, stage:Stage IB, alive, 2761 days
303.8
L658
0 years, female, stage:Stage IIB, alive, 2083 days
298.2
L747
0 years, female, stage:Stage IA, dead, 1112 days
289.7
L852
0 years, male, stage:Stage IB, dead, 700 days
284.0
L661
0 years, male, stage:Stage IA, dead, 1123 days
268.2
L719
0 years, male, stage:Stage IB, alive, 1615 days
228.8
L444
0 years, female, stage:Stage IIB, alive, 3337 days
223.9
L820
0 years, female, stage:Stage IA, alive, 2405 days
217.6
L753
0 years, male, stage:Stage IIA, alive, 1705 days
207.0
L860
0 years, male, stage:Stage IA, alive, 2056 days
184.4
L457
0 years, female, stage:Stage IIA, alive, 2901 days
180.9
L881
0 years, male, stage:Stage IB, alive, 1752 days
176.1
L592
0 years, male, stage:Stage IB, alive, 2368 days
170.9
L468
0 years, male, stage:Stage IB, alive, 3004 days
170.1
L568
0 years, female, stage:Stage IIB, dead, 71 days
151.5
L644
0 years, male, stage:Stage IA, dead, 282 days
147.2
L604
0 years, male, stage:Stage IIA, dead, 286 days
146.4
L483
0 years, male, stage:Stage IB, dead, 77 days
140.2
L488
0 years, female, stage:Stage IIA, alive, 2993 days
139.5
L744
0 years, male, stage:Stage IA, alive, 1614 days
139.2
L685
0 years, female, stage:Stage IIB, alive, 1944 days
136.5
L633
0 years, female, stage:Stage IA, alive, 2102 days
134.6
L466
0 years, female, stage:Stage IIIA, dead, 412 days
133.9
L534
0 years, male, stage:Stage IIA, alive, 2693 days
124.5
L854
0 years, female, stage:Stage IB, alive, 2256 days
122.4
L406
0 years, male, stage:Stage IA, alive, 3057 days
114.7
L788
0 years, female, stage:Stage IA, alive, 3385 days
112.2
L456
0 years, male, stage:Stage IIA, dead, 1660 days
108.2
L824
0 years, male, stage:Stage IA, dead, 665 days
107.6
L447
0 years, male, stage:Stage IIB, alive, 3203 days
106.8
L739
0 years, female, stage:Stage IIIA, dead, 352 days
104.8
L652
0 years, male, stage:Stage IA, dead, 5 days
99.6
L856
0 years, male, stage:Stage IA, dead, 1465 days
97.7
L767
0 years, male, stage:Stage IA, alive, 1718 days
96.4
L470
0 years, female, stage:Stage IB, dead, 1774 days
93.7
L459
0 years, male, stage:Stage IIA, alive, 3181 days
89.1
L472
0 years, male, stage:Stage IB, dead, 423 days
87.8
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
85.6
L420
0 years, female, stage:Stage IIB, dead, 295 days
78.4
L758
0 years, male, stage:Stage IA, dead, 1562 days
74.4
L655
0 years, male, stage:Stage IIA, dead, 1603 days
70.0
L755
0 years, male, stage:Stage IIA, dead, 227 days
69.9
L723
0 years, male, stage:Stage IIA, dead, 433 days
67.9
L442
0 years, female, stage:Stage IB, dead, 2433 days
66.4
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
64.4
L608
0 years, male, stage:Stage IA, alive, 2350 days
51.6
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
41.9
L886
0 years, male, stage:Stage IB, dead, 1932 days
41.5
L715
0 years, female, stage:Stage IIIA, dead, 150 days
34.9
L572
0 years, male, stage:Stage IA, alive, 2532 days
34.7
L864
0 years, female, stage:Stage IA, alive, 2192 days
32.8
L650
0 years, female, stage:Stage IB, dead, 986 days
31.3
L490
0 years, male, stage:Stage IA, dead, 716 days
26.6
L884
0 years, male, stage:Stage IIA, alive, 1627 days
25.5
L760
0 years, male, stage:Stage IIA, alive, 1895 days
25.4
L736
0 years, male, stage:Stage IA, dead, 1195 days
23.4
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0113210003
Tumor
1.7
CPT0079830003
Tumor
1.3
CPT0067940003
Tumor
1.2
CPT0011710004
Tumor
1.1
CPT0118570003
Tumor
1.0
CPT0069360003
Tumor
1.0
CPT0090340003
Tumor
0.9
CPT0118880003
Tumor
0.9
CPT0105270003
Tumor
0.9
CPT0066780003
Tumor
0.9
CPT0013600003
Tumor
0.8
CPT0008450003
Tumor
0.8
CPT0147980004
Tumor
0.7
CPT0091240003
Tumor
0.7
CPT0068610003
Tumor
0.7
CPT0102450003
Tumor
0.7
CPT0098130003
Tumor
0.6
CPT0083780003
Tumor
0.6
CPT0118620003
Tumor
0.6
CPT0113990003
Tumor
0.6
CPT0090860003
Tumor
0.5
CPT0051690004
Tumor
0.5
CPT0092930003
Tumor
0.5
CPT0001800013
Tumor
0.5
CPT0105060003
Tumor
0.4
CPT0109680004
Tumor
0.4
CPT0001380003
Tumor
0.4
CPT0070060003
Tumor
0.4
CPT0109720004
Tumor
0.4
CPT0106110003
Tumor
0.4
CPT0097580003
Tumor
0.4
CPT0092240003
Tumor
0.4
CPT0146880004
Tumor
0.4
CPT0092530003
Tumor
0.4
CPT0014260003
Tumor
0.3
CPT0109740004
Tumor
0.3
CPT0052940004
Tumor
0.3
CPT0146680004
Tumor
0.3
CPT0000920017
Tumor
0.3
CPT0104750003
Tumor
0.3
CPT0146780004
Tumor
0.2
CPT0067250003
Tumor
0.2
CPT0105600003
Tumor
0.2
CPT0011910004
Tumor
0.2
CPT0082850004
Tumor
0.2
CPT0114660004
Tumor
0.2
CPT0067620003
Tumor
0.2
CPT0067450003
Tumor
0.2
CPT0090570004
Tumor
0.1
CPT0147580004
Tumor
0.1
CPT0083390004
Tumor
0.1
CPT0147880004
Tumor
0.1
CPT0082740004
Tumor
0.1
CPT0086310003
Tumor
0.1
CPT0111300003
Tumor
0.1
CPT0001960003
Tumor
0.1
CPT0118200003
Tumor
0.0
CPT0086750003
Tumor
0.0
CPT0104630003
Tumor
0.0
CPT0125810003
Tumor
0.0
CPT0068100003
Tumor
0.0
CPT0067070003
Tumor
0.0
CPT0023310003
Tumor
0.0
CPT0148100003
Normal
0.0
CPT0105630003
Tumor
0.0
CPT0118340003
Tumor
0.0
CPT0069700003
Tumor
0.0
CPT0063730003
Tumor
-0.1
CPT0148200003
Normal
-0.1
CPT0104650003
Normal
-0.1
CPT0118810003
Tumor
-0.1
CPT0053040004
Tumor
-0.1
CPT0055100004
Tumor
-0.1
CPT0109830004
Tumor
-0.1
CPT0068800003
Tumor
-0.1
CPT0067770003
Normal
-0.1
CPT0084170003
Normal
-0.1
CPT0070080003
Normal
-0.1
CPT0109850003
Normal
-0.1
CPT0069370003
Normal
-0.1
CPT0148000003
Normal
-0.2
CPT0118600003
Normal
-0.2
CPT0090900004
Normal
-0.2
CPT0067110003
Normal
-0.2
CPT0111590003
Normal
-0.2
CPT0015410003
Tumor
-0.2
CPT0109760003
Normal
-0.2
CPT0008410003
Tumor
-0.2
CPT0125830003
Normal
-0.2
CPT0105230003
Tumor
-0.2
CPT0115070003
Tumor
-0.2
CPT0063750003
Normal
-0.2
CPT0111480003
Normal
-0.2
CPT0084140003
Tumor
-0.2
CPT0011750003
Normal
-0.2
CPT0082890003
Normal
-0.2
CPT0147600003
Normal
-0.2
CPT0105330003
Tumor
-0.3
CPT0001060010
Tumor
-0.3
CPT0110860004
Tumor
-0.3
CPT0067470004
Normal
-0.3
CPT0013880003
Tumor
-0.3
CPT0147380004
Tumor
-0.3
CPT0013630003
Normal
-0.3
CPT0104970003
Tumor
-0.3
CPT0146800003
Normal
-0.3
CPT0069550003
Normal
-0.3
CPT0118010003
Normal
-0.3
CPT0147480004
Tumor
-0.3
CPT0147000003
Normal
-0.3
CPT0090700003
Tumor
-0.3
CPT0083420003
Normal
-0.3
CPT0083140003
Normal
-0.3
CPT0052170004
Tumor
-0.3
CPT0105550003
Normal
-0.3
CPT0011930003
Normal
-0.3
CPT0090720003
Normal
-0.3
CPT0118890003
Normal
-0.3
CPT0147900003
Normal
-0.3
CPT0092250003
Normal
-0.3
CPT0066810003
Normal
-0.3
CPT0079850003
Normal
-0.3
CPT0062810003
Normal
-0.3
CPT0001590003
Normal
-0.3
CPT0001070003
Normal
-0.3
CPT0118240003
Normal
-0.3
CPT0086320003
Normal
-0.3
CPT0013910003
Normal
-0.3
CPT0117970003
Tumor
-0.3
CPT0091870003
Normal
-0.3
CPT0066930003
Normal
-0.4
CPT0069520003
Tumor
-0.4
CPT0105010004
Normal
-0.4
CPT0067290003
Normal
-0.4
CPT0066890003
Tumor
-0.4
CPT0089360003
Normal
-0.4
CPT0105250003
Normal
-0.4
CPT0097600003
Normal
-0.4
CPT0114880003
Normal
-0.4
CPT0105680003
Normal
-0.4
CPT0067950003
Normal
-0.4
CPT0063840003
Normal
-0.4
CPT0118360003
Normal
-0.4
CPT0113220003
Normal
-0.4
CPT0147100003
Normal
-0.4
CPT0146600003
Normal
-0.4
CPT0105190003
Normal
-0.4
CPT0112080003
Normal
-0.4
CPT0068130003
Normal
-0.4
CPT0106100003
Normal
-0.4
CPT0114840003
Tumor
-0.4
CPT0090370003
Normal
-0.4
CPT0083100003
Tumor
-0.4
CPT0083810003
Normal
-0.4
CPT0146700003
Normal
-0.4
CPT0068830003
Normal
-0.4
CPT0069720003
Normal
-0.5
CPT0147400003
Normal
-0.5
CPT0000930003
Normal
-0.5
CPT0091860003
Tumor
-0.5
CPT0112060003
Tumor
-0.5
CPT0148280004
Tumor
-0.5
CPT0001970003
Normal
-0.5
CPT0015420003
Normal
-0.5
CPT0001690003
Normal
-0.5
CPT0089340003
Tumor
-0.5
CPT0105740003
Normal
-0.5
CPT0105610003
Normal
-0.5
CPT0104760003
Normal
-0.5
CPT0118180003
Normal
-0.5
CPT0105370004
Normal
-0.5
CPT0118160003
Tumor
-0.5
CPT0148180004
Tumor
-0.5
CPT0001390003
Normal
-0.5
CPT0082770003
Normal
-0.5
CPT0109710003
Normal
-0.5
CPT0105510003
Tumor
-0.5
CPT0014290003
Normal
-0.5
CPT0023320003
Normal
-0.5
CPT0014860003
Tumor
-0.6
CPT0001580009
Tumor
-0.6
CPT0109700003
Normal
-0.6
CPT0102480003
Normal
-0.6
CPT0092940003
Normal
-0.6
CPT0068650003
Normal
-0.6
CPT0114010003
Normal
-0.6
CPT0147080004
Tumor
-0.6
CPT0014930003
Normal
-0.6
CPT0148300003
Normal
-0.6
CPT0118830003
Normal
-0.6
CPT0147500003
Normal
-0.6
CPT0008420003
Normal
-0.6
CPT0105980003
Normal
-0.6
CPT0105940003
Tumor
-0.6
CPT0063810003
Tumor
-0.6
CPT0114690003
Normal
-0.6
CPT0110890003
Normal
-0.7
CPT0086770003
Normal
-0.7
CPT0090600003
Normal
-0.7
CPT0090170004
Tumor
-0.7
CPT0118650003
Normal
-0.7
CPT0091260003
Normal
-0.7
CPT0146980004
Tumor
-0.7
CPT0090200003
Normal
-0.7
CPT0001810003
Normal
-0.8
CPT0021490003
Normal
-0.8
CPT0115090003
Normal
-0.8
CPT0105710003
Tumor
-0.9
CPT0001660013
Tumor
-1.1
CPT0110980004
Tumor
-1.1
CPT0021450003
Tumor
-1.4
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
CPT0192540004
Tumor
1.5
CPT0104360003
Tumor
1.2
CPT0091050003
Tumor
1.1
CPT0202020008
Tumor
1.1
CPT0105420003
Tumor
0.9
CPT0130030003
Tumor
0.9
CPT0126670003
Tumor
0.8
CPT0175120003
Tumor
0.8
CPT0207210003
Tumor
0.7
CPT0068280003
Tumor
0.7
CPT0079050003
Tumor
0.7
CPT0233120003
Tumor
0.7
CPT0223790003
Tumor
0.7
CPT0204600003
Tumor
0.7
CPT0241170003
Tumor
0.7
CPT0237200004
Tumor
0.6
CPT0069890003
Tumor
0.6
CPT0112720003
Tumor
0.6
CPT0089880003
Tumor
0.6
CPT0202170003
Tumor
0.5
CPT0237410004
Tumor
0.5
CPT0023470003
Tumor
0.4
CPT0112540003
Tumor
0.4
CPT0090440003
Tumor
0.4
CPT0186130003
Tumor
0.3
CPT0146380004
Tumor
0.3
CPT0208770003
Tumor
0.3
CPT0196810003
Tumor
0.3
CPT0126740003
Tumor
0.3
CPT0101130003
Tumor
0.3
CPT0130410003
Tumor
0.3
CPT0079060003
Normal
0.3
CPT0126390003
Tumor
0.3
CPT0079110003
Normal
0.3
CPT0222740003
Normal
0.3
CPT0091090003
Normal
0.2
CPT0175390003
Tumor
0.2
CPT0126830003
Normal
0.2
CPT0102790003
Tumor
0.2
CPT0147700003
Normal
0.2
CPT0010050003
Tumor
0.2
CPT0237570003
Normal
0.2
CPT0236420003
Tumor
0.2
CPT0245830003
Tumor
0.2
CPT0115830003
Tumor
0.2
CPT0207250003
Normal
0.2
CPT0091610003
Tumor
0.2
CPT0209490003
Tumor
0.2
CPT0112600003
Normal
0.1
CPT0208780003
Normal
0.1
CPT0087190003
Tumor
0.1
CPT0234790003
Tumor
0.1
CPT0146480004
Tumor
0.1
CPT0209510003
Normal
0.1
CPT0104930003
Tumor
0.1
CPT0202220004
Normal
0.1
CPT0190550003
Tumor
0.1
CPT0126810003
Tumor
0.1
CPT0237210003
Normal
0.1
CPT0112650003
Tumor
0.1
CPT0111150004
Tumor
0.1
CPT0126400003
Normal
0.1
CPT0191750003
Normal
0.1
CPT0007740003
Tumor
0.0
CPT0234560003
Tumor
0.0
CPT0197210003
Tumor
0.0
CPT0232690003
Normal
0.0
CPT0234930004
Tumor
0.0
CPT0091820003
Tumor
0.0
CPT0126760003
Normal
0.0
CPT0234820003
Normal
0.0
CPT0238130003
Normal
0.0
CPT0209020004
Tumor
0.0
CPT0225470003
Normal
0.0
CPT0245790003
Normal
0.0
CPT0222730003
Tumor
0.0
CPT0086260003
Tumor
0.0
CPT0147200003
Normal
0.0
CPT0204800003
Tumor
0.0
CPT0063430003
Tumor
0.0
CPT0117720003
Tumor
-0.1
CPT0204990003
Tumor
-0.1
CPT0237970004
Tumor
-0.1
CPT0223820003
Normal
-0.1
CPT0245880003
Tumor
-0.1
CPT0175410003
Normal
-0.1
CPT0196820003
Normal
-0.1
CPT0233640003
Normal
-0.1
CPT0202530004
Tumor
-0.1
CPT0236430003
Normal
-0.1
CPT0147680004
Tumor
-0.1
CPT0146500003
Normal
-0.1
CPT0063440003
Normal
-0.1
CPT0064050003
Normal
-0.1
CPT0091620003
Normal
-0.1
CPT0219360003
Tumor
-0.1
CPT0112730003
Normal
-0.1
CPT0130070003
Normal
-0.1
CPT0221660003
Normal
-0.2
CPT0128900003
Normal
-0.2
CPT0083990003
Normal
-0.2
CPT0108560003
Tumor
-0.2
CPT0191930003
Normal
-0.2
CPT0187370003
Tumor
-0.2
CPT0187380003
Normal
-0.2
CPT0221220003
Normal
-0.2
CPT0186210003
Normal
-0.2
CPT0112580003
Tumor
-0.2
CPT0237760003
Tumor
-0.2
CPT0197380003
Normal
-0.2
CPT0136660003
Normal
-0.2
CPT0225380003
Tumor
-0.2
CPT0218310003
Normal
-0.2
CPT0068320003
Normal
-0.2
CPT0245780003
Tumor
-0.2
CPT0108600003
Normal
-0.2
CPT0237430003
Normal
-0.2
CPT0234580003
Normal
-0.2
CPT0115860003
Normal
-0.2
CPT0241210003
Normal
-0.2
CPT0233600003
Tumor
-0.2
CPT0126450003
Tumor
-0.3
CPT0204660003
Normal
-0.3
CPT0197480003
Tumor
-0.3
CPT0111000004
Normal
-0.3
CPT0175160003
Normal
-0.3
CPT0104950003
Normal
-0.3
CPT0186180003
Tumor
-0.3
CPT0233330003
Normal
-0.3
CPT0197860003
Normal
-0.3
CPT0197100003
Normal
-0.3
CPT0204820003
Normal
-0.3
CPT0202740003
Normal
-0.3
CPT0023500003
Normal
-0.3
CPT0221200003
Tumor
-0.3
CPT0245890003
Normal
-0.3
CPT0098770003
Tumor
-0.3
CPT0147180004
Tumor
-0.3
CPT0197150003
Tumor
-0.3
CPT0007760003
Normal
-0.3
CPT0105430003
Normal
-0.3
CPT0010060003
Normal
-0.3
CPT0083980003
Tumor
-0.3
CPT0130440004
Normal
-0.3
CPT0245840003
Normal
-0.3
CPT0232670003
Tumor
-0.3
CPT0197740003
Tumor
-0.3
CPT0146400003
Normal
-0.3
CPT0104380003
Normal
-0.3
CPT0128890003
Tumor
-0.3
CPT0001030003
Normal
-0.3
CPT0069900003
Normal
-0.4
CPT0202580004
Normal
-0.4
CPT0237550004
Tumor
-0.4
CPT0237990003
Normal
-0.4
CPT0112550003
Normal
-0.4
CPT0197170003
Normal
-0.4
CPT0123350003
Tumor
-0.4
CPT0112660003
Normal
-0.4
CPT0183270003
Normal
-0.4
CPT0195520003
Normal
-0.4
CPT0102840003
Normal
-0.4
CPT0086270003
Normal
-0.4
CPT0192590004
Normal
-0.4
CPT0233160003
Normal
-0.4
CPT0218280003
Tumor
-0.4
CPT0202040003
Normal
-0.4
CPT0227420003
Normal
-0.4
CPT0238110004
Tumor
-0.4
CPT0227070003
Normal
-0.4
CPT0117770003
Normal
-0.4
CPT0221650003
Tumor
-0.5
CPT0087210003
Normal
-0.5
CPT0234950004
Normal
-0.5
CPT0209040003
Normal
-0.5
CPT0233320003
Tumor
-0.5
CPT0237080003
Normal
-0.5
CPT0197090003
Tumor
-0.5
CPT0191860003
Tumor
-0.5
CPT0098800003
Normal
-0.5
CPT0217490003
Normal
-0.5
CPT0202400004
Normal
-0.5
CPT0123370003
Normal
-0.5
CPT0205000003
Normal
-0.5
CPT0175560003
Tumor
-0.5
CPT0130310003
Normal
-0.5
CPT0237780003
Normal
-0.5
CPT0126470003
Normal
-0.5
CPT0227400003
Tumor
-0.5
CPT0175270003
Normal
-0.5
CPT0237710003
Normal
-0.5
CPT0191710003
Tumor
-0.6
CPT0219390003
Normal
-0.6
CPT0186140003
Normal
-0.6
CPT0136640003
Tumor
-0.6
CPT0063500003
Normal
-0.6
CPT0063480003
Tumor
-0.6
CPT0130270003
Tumor
-0.6
CPT0197520003
Normal
-0.6
CPT0202350004
Tumor
-0.6
CPT0126530003
Tumor
-0.7
CPT0064040003
Tumor
-0.7
CPT0195510003
Tumor
-0.7
CPT0237060004
Tumor
-0.7
CPT0217420003
Tumor
-0.8
CPT0202720003
Tumor
-0.8
CPT0175260003
Tumor
-1.1
CPT0001020003
Tumor
-1.1
CPT0237690004
Tumor
-1.1
CPT0183250004
Tumor
-1.2
CPT0079100003
Tumor
-1.2
CPT0227020003
Tumor
-1.6
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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.