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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.
PPIB is not prognostic in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
826.3
Number of samples
497
Samples
Sample
Description
TPM
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
5540.7
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
3055.6
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
2634.3
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
2571.6
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
2550.0
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
2536.5
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
2196.6
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
2140.9
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
2015.3
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
2009.2
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
1952.8
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
1942.1
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1939.5
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1871.2
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
1857.9
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
1782.0
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
1743.7
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
1685.2
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
1675.6
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
1673.2
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
1624.0
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
1613.4
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
1595.1
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
1583.8
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
1563.8
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
1558.9
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
1550.8
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
1545.6
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
1539.5
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
1529.4
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1526.9
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
1489.6
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
1488.4
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
1474.2
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1465.0
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1449.6
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
1449.4
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
1432.4
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
1427.1
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1425.3
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
1418.8
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
1406.9
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
1389.6
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
1382.7
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
1382.4
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
1364.9
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1353.7
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
1342.3
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
1337.4
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
1337.3
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
1322.9
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
1319.0
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
1310.3
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
1306.6
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
1306.2
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1296.4
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
1282.2
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
1278.6
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1273.2
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
1264.9
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1263.0
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
1259.0
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
1250.6
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
1238.6
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
1233.3
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
1232.8
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1227.5
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
1226.6
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1222.6
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1222.5
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
1212.8
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
1210.8
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
1207.8
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
1201.9
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
1199.8
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1195.8
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
1194.3
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1193.6
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1189.1
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
1175.4
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
1157.4
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
1154.3
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
1154.3
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
1153.5
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
1152.9
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
1147.1
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
1142.0
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
1137.0
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
1131.5
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
1128.9
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
1127.0
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
1106.5
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
1095.0
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1087.8
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
1082.6
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
1081.4
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
1078.0
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
1075.9
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
1067.0
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
1066.2
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
1065.7
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
1061.7
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
1049.5
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
1049.2
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
1047.0
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
1043.7
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
1042.3
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1042.2
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
1040.8
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
1031.6
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
1031.2
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
1026.1
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
1023.0
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
1018.6
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1009.2
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1006.8
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
1006.4
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
1004.8
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
1002.8
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
996.8
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
982.5
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
972.3
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
969.7
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
968.6
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
963.0
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
960.3
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
956.6
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
955.6
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
948.4
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
941.8
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
939.4
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
936.4
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
930.0
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
926.9
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
922.6
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
920.8
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
919.1
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
918.0
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
912.8
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
909.3
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
909.0
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
907.0
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
906.2
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
903.5
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
902.3
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
902.2
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
899.2
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
896.9
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
892.3
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
888.4
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
885.8
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
884.6
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
879.2
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
872.2
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
865.4
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
863.2
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
862.8
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
859.9
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
855.2
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
853.4
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
852.0
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
851.7
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
849.6
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
848.8
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
845.9
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
845.4
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
843.3
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
841.4
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
838.0
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
837.7
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
837.6
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
832.8
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
830.9
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
828.4
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
826.3
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
823.9
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
821.7
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
817.9
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
813.4
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
809.1
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
805.9
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
805.3
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
802.0
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
800.5
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
800.2
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
798.1
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
797.9
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
796.2
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
794.4
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
793.9
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
786.2
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
785.9
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
784.8
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
784.2
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
782.8
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
782.1
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
775.6
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
775.0
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
772.2
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
769.8
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
768.3
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
763.8
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
763.8
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
763.6
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
763.5
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
763.2
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
761.0
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
759.8
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
759.7
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
758.3
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
753.9
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
749.0
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
747.9
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
747.8
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
745.7
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
745.3
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
743.2
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
742.1
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
741.8
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
740.6
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
740.5
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
740.3
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
739.9
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
739.7
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
737.1
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
735.2
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
733.3
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
733.3
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
731.9
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
731.5
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
731.5
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
730.8
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
726.8
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
724.6
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
722.7
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
722.0
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
720.7
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
717.5
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
716.0
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
716.0
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
715.5
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
712.4
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
711.1
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
710.5
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
709.6
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
707.5
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
707.0
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
706.6
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
705.9
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
705.3
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
705.1
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
705.0
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
702.7
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
700.9
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
700.4
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
700.1
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
697.7
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
697.1
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
695.6
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
695.1
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
691.2
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
691.1
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
690.6
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
689.2
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
688.9
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
688.5
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
686.5
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
683.7
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
682.9
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
678.8
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
677.4
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
674.4
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
673.1
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
671.9
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
671.3
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
671.0
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
669.6
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
669.1
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
666.3
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
665.3
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
664.3
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
664.2
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
663.4
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
660.7
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
660.2
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
659.9
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
658.2
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
658.0
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
657.0
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
654.4
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
653.7
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
651.4
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
651.3
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
649.4
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
648.8
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
647.1
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
646.8
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
644.7
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
644.1
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
644.1
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
641.9
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
641.5
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
640.7
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
640.6
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
640.4
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
640.2
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
638.4
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
637.6
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
637.0
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
633.4
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
631.9
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
630.9
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
630.2
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
629.8
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
624.8
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
623.9
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
623.4
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
621.7
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
619.3
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
619.0
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
617.1
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
614.7
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
614.3
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
609.7
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
607.5
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
606.7
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
605.5
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
604.1
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
603.8
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
603.7
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
601.6
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
601.2
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
600.6
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
600.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
598.4
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
598.2
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
595.9
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
595.4
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
595.2
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
594.6
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
594.5
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
594.3
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
594.2
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
592.9
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
592.8
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
591.3
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
591.1
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
588.4
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
586.5
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
585.4
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
585.0
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
584.8
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
583.7
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
583.1
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
581.6
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
579.4
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
577.8
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
577.3
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
576.2
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
571.1
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
570.5
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
566.8
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
566.2
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
566.1
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
564.8
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
563.2
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
563.1
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
561.4
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
560.3
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
559.0
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
558.4
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
557.3
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
555.2
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
553.4
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
552.3
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
549.8
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
549.3
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
548.5
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
544.7
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
544.4
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
543.8
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
542.2
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
542.0
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
541.0
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
540.0
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
539.6
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
538.8
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
538.7
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
538.4
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
537.5
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
537.4
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
536.3
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
535.0
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
534.4
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
534.1
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
533.5
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
532.7
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
532.1
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
531.5
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
530.4
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
527.7
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
526.3
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
524.7
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
524.0
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
524.0
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
522.8
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
522.7
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
521.2
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
521.2
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
520.4
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
520.4
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
519.7
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
518.9
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
518.6
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
516.6
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
516.6
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
516.5
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
516.1
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
513.2
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
512.7
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
512.1
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
511.9
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
510.8
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
500.7
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
497.6
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
496.4
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
496.1
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
495.9
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
494.7
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
493.9
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
492.8
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
492.4
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
492.3
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
492.1
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
490.7
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
488.8
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
487.9
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
487.1
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
486.9
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
483.9
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
483.3
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
481.7
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
481.6
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
479.4
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
478.1
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
477.0
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
473.6
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
472.7
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
472.6
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
465.3
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
464.5
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
463.5
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
454.5
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
454.4
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
452.7
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
452.4
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
450.6
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
449.0
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
448.5
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
446.3
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
442.6
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
440.4
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
440.3
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
436.3
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
436.0
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
430.9
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
425.2
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
422.0
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
411.5
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
410.0
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
409.1
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
406.8
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
405.6
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
403.8
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
403.0
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
397.5
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
397.1
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
392.6
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
386.0
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
376.3
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
376.3
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
372.6
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
371.0
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
360.8
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
358.1
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
356.2
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
343.0
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
336.1
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
332.6
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
319.7
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
311.1
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
310.8
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
274.6
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
259.6
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
253.9
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
242.9
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 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.
PPIB 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
604.8
Number of samples
105
Samples
Sample
Description
TPM
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
1653.2
L620
0 years, female, stage:Stage IIIA, dead, 338 days
1263.3
L773
0 years, female, stage:Stage IV, dead, 311 days
1140.4
L565
0 years, female, stage:Stage IB, dead, 543 days
1048.8
L838
0 years, female, stage:Stage IA, dead, 1005 days
1037.1
L808
0 years, female, stage:Stage IA, alive, 3001 days
1028.5
L673
0 years, female, stage:Stage IA, dead, 568 days
950.6
L873
0 years, female, stage:Stage IA, alive, 1740 days
885.2
L504
0 years, female, stage:Stage IA, dead, 1295 days
880.2
L602
0 years, female, stage:Stage IA, alive, 2277 days
876.5
L703
0 years, male, stage:Stage IIA, dead, 1137 days
851.9
L561
0 years, female, stage:Stage IA, alive, 2543 days
845.9
L473
0 years, female, stage:Stage IA, alive, 3021 days
826.4
L867
0 years, female, stage:Stage IIIA, dead, 317 days
820.7
L688
0 years, male, stage:Stage IIIA, dead, 789 days
813.3
L842
0 years, female, stage:Stage IB, alive, 2005 days
802.1
L617
0 years, male, stage:Stage IIIA, dead, 238 days
770.3
L543
0 years, male, stage:Stage IA, alive, 2711 days
748.9
L656
0 years, male, stage:Stage IA, alive, 2227 days
737.7
L731
0 years, female, stage:Stage IA, dead, 964 days
731.1
L827
0 years, male, stage:Stage IIB, dead, 1105 days
714.8
L603
0 years, female, stage:Stage IB, dead, 972 days
714.4
L585
0 years, female, stage:Stage IIA, dead, 402 days
712.9
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
710.5
L551
0 years, male, stage:Stage IA, alive, 2924 days
689.9
L613
0 years, male, stage:Stage IIIA, dead, 19 days
688.1
L440
0 years, male, stage:Stage IIB, dead, 651 days
684.7
L791
0 years, female, stage:Stage IIIA, dead, 368 days
683.8
L865
0 years, female, stage:Stage IIB, alive, 1927 days
679.8
L638
0 years, male, stage:Stage IA, alive, 2076 days
678.0
L746
0 years, female, stage:Stage IIIA, dead, 594 days
677.7
L616
0 years, male, stage:Stage IA, dead, 410 days
676.5
L462
0 years, male, stage:Stage IIIA, dead, 568 days
672.3
L404
0 years, female, stage:Stage IIA, dead, 2318 days
665.9
L663
0 years, female, stage:Stage IB, alive, 2018 days
662.9
L887
0 years, male, stage:Stage IA, dead, 374 days
661.8
L890
0 years, female, stage:Stage IIB, dead, 1264 days
648.3
L566
0 years, male, stage:Stage IB, alive, 2489 days
646.2
L689
0 years, male, stage:Stage IA, alive, 1943 days
641.7
L413
0 years, female, stage:Stage IIIA, dead, 313 days
640.2
L400
0 years, male, stage:Stage IIA, dead, 1233 days
627.9
L766
0 years, male, stage:Stage IB, alive, 1793 days
624.2
L662
0 years, male, stage:Stage IA, dead, 865 days
621.3
L530
0 years, female, stage:Stage IIA, dead, 308 days
616.6
L541
0 years, female, stage:Stage IIIA, dead, 915 days
614.5
L885
0 years, female, stage:Stage IA, alive, 1618 days
612.8
L828
0 years, female, stage:Stage IIB, alive, 2222 days
612.5
L831
0 years, female, stage:Stage IB, alive, 2152 days
604.8
L569
0 years, female, stage:Stage IA, alive, 2531 days
603.1
L545
0 years, female, stage:Stage IA, alive, 2874 days
600.2
L546
0 years, male, stage:Stage IA, dead, 973 days
596.4
L531
0 years, male, stage:Stage IB, dead, 928 days
592.4
L871
0 years, male, stage:Stage IB, dead, 873 days
580.7
L678
0 years, female, stage:Stage IB, dead, 1114 days
580.3
L826
0 years, female, stage:Stage IV, dead, 935 days
571.1
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
568.5
L802
0 years, female, stage:Stage IA, dead, 773 days
564.1
L455
0 years, female, stage:Stage IA, alive, 3315 days
548.4
L599
0 years, male, stage:Stage IB, dead, 2083 days
546.3
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
528.8
L557
0 years, female, stage:Stage IB, alive, 2580 days
523.0
L738
0 years, female, stage:Stage IB, dead, 1314 days
522.8
L695
0 years, female, stage:Stage IB, dead, 1762 days
521.7
L749
0 years, female, stage:Stage IIIA, dead, 189 days
521.3
L768
0 years, male, stage:Stage IIIA, dead, 472 days
518.2
L682
0 years, female, stage:Stage IIB, dead, 840 days
514.0
L829
0 years, male, stage:Stage IA, alive, 2173 days
513.2
L439
0 years, male, stage:Stage IIB, dead, 2773 days
508.1
L810
0 years, female, stage:Stage IIIA, dead, 625 days
506.8
L606
0 years, male, stage:Stage IA, alive, 2336 days
506.7
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
506.5
L532
0 years, female, stage:Stage IA, dead, 301 days
506.0
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
504.7
L605
0 years, female, stage:Stage IA, alive, 2460 days
501.3
L446
0 years, female, stage:Stage IIB, dead, 415 days
499.5
L872
0 years, female, stage:Stage IA, alive, 1793 days
485.2
L879
0 years, male, stage:Stage IV, dead, 873 days
483.5
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
478.4
L832
0 years, female, stage:Stage IA, alive, 2145 days
460.0
L607
0 years, male, stage:Stage IB, alive, 2572 days
458.0
L458
0 years, female, stage:Stage IA, dead, 223 days
457.0
L816
0 years, female, stage:Stage IIA, dead, 353 days
453.2
L593
0 years, male, stage:Stage IA, dead, 2436 days
444.8
L683
0 years, female, stage:Stage IIA, dead, 612 days
438.9
L877
0 years, female, stage:Stage IA, alive, 1599 days
437.0
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
431.4
L725
0 years, female, stage:Stage IA, alive, 1830 days
423.1
L710
0 years, female, stage:Stage IIA, alive, 1775 days
422.8
L778
0 years, female, stage:Stage IA, alive, 1600 days
415.4
L601
0 years, male, stage:Stage IB, dead, 2068 days
413.9
L875
0 years, female, stage:Stage IA, alive, 1675 days
411.4
L728
0 years, male, stage:Stage IIB, dead, 1128 days
400.8
L630
0 years, female, stage:Stage IA, dead, 1733 days
372.7
L493
0 years, female, stage:Stage IIB, alive, 2945 days
371.1
L596
0 years, female, stage:Stage IA, alive, 2319 days
370.9
L800
0 years, female, stage:Stage IA, dead, 2417 days
365.4
L484
0 years, female, stage:Stage IA, alive, 2895 days
350.2
L735
0 years, female, stage:Stage IA, alive, 1830 days
344.8
L626
0 years, female, stage:Stage IA, dead, 1994 days
344.3
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
338.3
L850
0 years, male, stage:Stage IIIA, dead, 997 days
316.1
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
314.1
L782
0 years, female, stage:Stage IIB, alive, 3371 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.
PPIB 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
707.7
Number of samples
489
Samples
Sample
Description
TPM
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
2244.9
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
2004.8
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
1998.6
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
1774.2
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
1676.3
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
1669.1
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1575.9
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
1545.1
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1543.0
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
1542.7
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
1526.4
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
1512.6
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
1420.2
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
1400.4
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
1383.6
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
1274.8
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
1264.4
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
1244.7
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
1239.0
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
1237.6
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
1213.3
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1209.2
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
1207.7
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
1191.3
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
1189.7
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
1180.9
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
1180.6
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
1177.8
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1148.6
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
1147.6
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1136.7
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
1132.0
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
1127.8
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
1121.8
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1119.1
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
1098.4
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
1094.5
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
1093.9
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1092.0
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
1086.3
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
1084.1
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1079.3
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
1070.6
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
1055.9
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
1051.1
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1049.4
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1043.8
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1043.6
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
1039.5
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1036.6
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1035.7
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
1034.7
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
1022.9
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
1017.6
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
1017.4
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
1009.6
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
1004.2
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
994.2
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
993.6
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
988.3
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
985.1
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
983.3
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
980.0
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
979.1
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
976.7
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
967.0
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
964.9
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
962.4
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
955.8
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
952.8
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
951.4
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
950.4
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
947.3
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
945.4
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
944.6
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
939.3
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
938.0
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
937.5
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
927.4
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
927.2
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
925.4
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
925.1
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
922.1
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
921.4
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
921.0
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
919.1
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
910.4
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
908.0
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
907.2
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
901.8
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
901.2
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
899.3
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
896.5
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
895.1
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
893.2
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
891.5
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
888.4
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
887.6
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
884.1
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
883.8
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
880.7
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
879.6
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
879.4
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
878.6
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
877.6
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
877.1
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
876.7
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
873.7
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
871.3
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
870.7
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
869.2
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
861.1
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
859.7
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
859.4
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
857.1
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
854.7
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
854.0
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
851.3
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
851.0
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
848.0
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
845.3
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
845.1
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
841.7
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
841.5
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
838.3
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
837.1
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
836.2
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
835.7
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
834.9
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
834.6
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
833.7
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
833.3
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
832.5
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
831.2
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
813.2
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
807.0
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
806.5
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
801.5
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
801.4
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
799.6
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
794.2
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
793.5
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
792.2
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
792.0
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
787.3
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
787.3
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
782.8
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
782.0
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
780.5
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
779.8
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
779.3
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
778.2
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
778.0
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
775.2
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
774.4
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
772.3
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
770.4
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
768.1
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
766.1
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
765.9
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
764.8
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
763.6
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
761.6
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
760.4
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
759.2
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
758.8
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
757.9
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
756.2
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
755.0
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
754.9
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
752.9
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
752.6
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
752.0
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
751.3
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
751.2
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
748.3
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
746.8
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
746.5
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
744.0
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
738.9
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
734.2
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
732.0
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
731.2
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
730.1
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
730.0
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
728.2
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
725.4
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
724.4
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
723.2
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
722.4
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
720.6
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
718.5
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
716.0
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
716.0
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
715.5
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
710.3
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
709.8
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
709.0
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
706.2
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
704.7
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
703.8
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
702.6
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
700.5
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
700.1
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
698.0
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
696.7
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
695.4
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
694.4
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
693.4
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
693.3
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
692.5
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
691.1
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
690.1
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
689.0
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
688.0
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
687.3
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
686.9
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
686.6
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
686.1
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
685.6
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
684.4
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
684.2
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
684.2
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
683.4
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
681.9
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
681.9
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
681.7
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
679.8
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
678.5
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
677.9
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
677.7
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
677.4
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
676.4
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
676.2
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
676.0
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
675.5
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
675.2
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
674.7
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
674.2
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
673.3
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
672.5
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
669.8
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
668.8
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
668.6
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
667.8
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
666.7
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
665.1
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
664.2
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
664.2
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
664.2
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
664.1
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
663.8
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
658.6
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
658.3
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
658.0
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
655.8
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
655.1
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
654.8
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
651.9
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
649.6
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
649.1
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
648.8
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
648.3
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
645.8
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
644.7
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
644.4
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
641.0
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
640.1
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
639.5
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
639.1
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
633.8
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
633.7
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
628.5
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
626.8
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
624.7
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
623.9
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
623.3
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
622.3
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
621.6
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
621.6
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
621.5
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
621.2
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
620.4
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
620.0
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
619.6
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
618.0
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
617.9
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
617.6
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
616.8
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
616.6
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
614.6
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
614.4
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
614.2
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
611.0
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
610.3
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
610.2
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
608.3
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
607.3
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
603.3
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
602.8
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
598.6
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
598.6
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
598.5
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
598.1
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
597.6
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
596.5
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
594.8
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
593.4
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
593.3
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
590.9
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
586.7
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
584.7
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
584.6
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
584.2
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
583.9
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
583.9
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
583.5
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
581.7
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
581.4
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
581.0
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
579.2
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
577.9
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
576.1
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
573.6
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
571.9
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
570.2
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
570.1
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
567.6
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
566.5
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
563.4
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
563.3
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
562.8
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
562.3
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
561.1
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
559.8
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
558.7
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
557.5
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
557.2
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
556.4
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
555.8
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
553.9
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
553.4
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
551.5
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
551.2
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
550.5
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
549.1
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
545.5
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
540.8
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
540.8
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
540.2
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
539.1
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
537.8
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
535.0
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
533.4
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
532.6
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
532.5
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
532.2
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
531.7
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
527.6
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
526.9
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
525.0
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
524.8
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
524.3
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
523.8
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
522.9
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
522.3
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
521.4
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
520.4
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
518.1
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
517.6
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
517.2
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
515.5
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
514.3
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
514.2
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
513.1
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
512.5
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
509.5
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
508.4
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
506.8
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
506.7
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
505.7
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
503.6
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
502.1
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
501.9
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
501.9
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
501.0
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
493.2
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
492.5
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
491.8
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
491.6
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
491.3
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
489.5
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
489.4
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
488.8
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
488.7
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
485.3
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
485.0
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
484.7
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
483.9
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
482.8
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
482.7
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
482.4
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
481.7
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
475.8
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
474.8
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
474.6
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
474.2
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
473.9
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
473.4
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
472.3
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
471.8
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
468.3
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
467.8
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
466.4
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
464.9
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
464.9
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
463.4
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
463.2
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
460.7
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
460.6
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
458.5
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
453.1
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
452.2
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
451.8
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
450.7
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
450.0
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
449.6
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
447.0
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
445.7
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
438.7
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
438.4
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
433.0
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
431.3
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
430.8
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
428.6
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
426.5
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
424.5
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
423.2
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
419.1
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
416.7
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
416.1
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
412.7
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
412.6
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
412.0
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
405.2
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
403.2
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
401.2
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
400.8
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
400.0
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
399.1
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
394.9
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
393.9
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
393.4
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
391.9
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
390.5
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
388.9
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
388.3
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
380.2
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
372.9
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
369.1
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
366.2
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
364.8
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
364.4
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
361.1
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
358.6
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
358.0
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
356.7
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
353.6
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
350.2
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
348.0
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
344.4
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
335.9
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
332.4
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
330.5
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
330.5
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
326.7
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
320.2
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
318.5
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
315.4
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
311.5
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
301.1
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
299.5
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
299.0
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
285.4
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
282.7
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
278.5
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
262.6
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
260.4
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 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.
PPIB 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
543.0
Number of samples
68
Samples
Sample
Description
TPM
L470
0 years, female, stage:Stage IB, dead, 1774 days
1090.6
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
970.4
L723
0 years, male, stage:Stage IIA, dead, 433 days
819.3
L858
0 years, female, stage:Stage IIB, dead, 558 days
800.4
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
783.4
L820
0 years, female, stage:Stage IA, alive, 2405 days
778.8
L568
0 years, female, stage:Stage IIB, dead, 71 days
753.8
L644
0 years, male, stage:Stage IA, dead, 282 days
752.1
L824
0 years, male, stage:Stage IA, dead, 665 days
750.1
L852
0 years, male, stage:Stage IB, dead, 700 days
714.0
L608
0 years, male, stage:Stage IA, alive, 2350 days
709.8
L604
0 years, male, stage:Stage IIA, dead, 286 days
698.3
L483
0 years, male, stage:Stage IB, dead, 77 days
685.2
L685
0 years, female, stage:Stage IIB, alive, 1944 days
675.4
L563
0 years, female, stage:Stage IIB, dead, 1216 days
669.9
L650
0 years, female, stage:Stage IB, dead, 986 days
651.6
L459
0 years, male, stage:Stage IIA, alive, 3181 days
621.0
L633
0 years, female, stage:Stage IA, alive, 2102 days
618.9
L642
0 years, male, stage:Stage IB, dead, 1167 days
616.8
L756
0 years, male, stage:Stage IB, alive, 1796 days
616.3
L886
0 years, male, stage:Stage IB, dead, 1932 days
614.4
L747
0 years, female, stage:Stage IA, dead, 1112 days
614.0
L661
0 years, male, stage:Stage IA, dead, 1123 days
613.0
L864
0 years, female, stage:Stage IA, alive, 2192 days
600.3
L818
0 years, male, stage:Stage IB, alive, 2480 days
589.8
L586
0 years, male, stage:Stage IIA, dead, 784 days
578.7
L559
0 years, male, stage:Stage IIB, alive, 2615 days
574.8
L488
0 years, female, stage:Stage IIA, alive, 2993 days
552.7
L860
0 years, male, stage:Stage IA, alive, 2056 days
549.6
L539
0 years, male, stage:Stage IB, dead, 370 days
548.9
L881
0 years, male, stage:Stage IB, alive, 1752 days
547.8
L715
0 years, female, stage:Stage IIIA, dead, 150 days
541.6
L406
0 years, male, stage:Stage IA, alive, 3057 days
530.1
L857
0 years, male, stage:Stage IB, dead, 226 days
527.5
L655
0 years, male, stage:Stage IIA, dead, 1603 days
525.1
L753
0 years, male, stage:Stage IIA, alive, 1705 days
519.3
L496
0 years, male, stage:Stage IB, alive, 2761 days
514.8
L444
0 years, female, stage:Stage IIB, alive, 3337 days
506.8
L658
0 years, female, stage:Stage IIB, alive, 2083 days
504.1
L884
0 years, male, stage:Stage IIA, alive, 1627 days
502.1
L856
0 years, male, stage:Stage IA, dead, 1465 days
498.0
L534
0 years, male, stage:Stage IIA, alive, 2693 days
497.4
L767
0 years, male, stage:Stage IA, alive, 1718 days
496.8
L466
0 years, female, stage:Stage IIIA, dead, 412 days
476.3
L788
0 years, female, stage:Stage IA, alive, 3385 days
467.0
L712
0 years, male, stage:Stage IA, alive, 1698 days
466.6
L652
0 years, male, stage:Stage IA, dead, 5 days
460.8
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
456.4
L744
0 years, male, stage:Stage IA, alive, 1614 days
454.3
L442
0 years, female, stage:Stage IB, dead, 2433 days
438.8
L447
0 years, male, stage:Stage IIB, alive, 3203 days
433.8
L472
0 years, male, stage:Stage IB, dead, 423 days
432.1
L592
0 years, male, stage:Stage IB, alive, 2368 days
425.4
L529
0 years, female, stage:Stage IA, alive, 2775 days
413.8
L456
0 years, male, stage:Stage IIA, dead, 1660 days
388.9
L457
0 years, female, stage:Stage IIA, alive, 2901 days
387.9
L420
0 years, female, stage:Stage IIB, dead, 295 days
376.1
L760
0 years, male, stage:Stage IIA, alive, 1895 days
367.8
L739
0 years, female, stage:Stage IIIA, dead, 352 days
366.3
L854
0 years, female, stage:Stage IB, alive, 2256 days
344.9
L464
0 years, male, stage:Stage IB, dead, 1935 days
333.1
L490
0 years, male, stage:Stage IA, dead, 716 days
324.2
L719
0 years, male, stage:Stage IB, alive, 1615 days
323.9
L572
0 years, male, stage:Stage IA, alive, 2532 days
317.5
L468
0 years, male, stage:Stage IB, alive, 3004 days
305.2
L736
0 years, male, stage:Stage IA, dead, 1195 days
301.5
L755
0 years, male, stage:Stage IIA, dead, 227 days
288.5
L758
0 years, male, stage:Stage IA, dead, 1562 days
255.4
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0067450003
Tumor
1.8
CPT0066780003
Tumor
1.2
CPT0082850004
Tumor
1.0
CPT0083780003
Tumor
0.9
CPT0112060003
Tumor
0.8
CPT0105060003
Tumor
0.8
CPT0109740004
Tumor
0.7
CPT0000920017
Tumor
0.7
CPT0067250003
Tumor
0.7
CPT0113210003
Tumor
0.7
CPT0106110003
Tumor
0.6
CPT0118620003
Tumor
0.6
CPT0084140003
Tumor
0.6
CPT0090170004
Tumor
0.6
CPT0023310003
Tumor
0.6
CPT0069360003
Tumor
0.6
CPT0001660013
Tumor
0.6
CPT0001960003
Tumor
0.6
CPT0068800003
Tumor
0.6
CPT0091860003
Tumor
0.5
CPT0147080004
Tumor
0.5
CPT0001800013
Tumor
0.5
CPT0001580009
Tumor
0.5
CPT0115070003
Tumor
0.5
CPT0092530003
Tumor
0.4
CPT0090860003
Tumor
0.4
CPT0118880003
Tumor
0.4
CPT0113990003
Tumor
0.4
CPT0098130003
Tumor
0.4
CPT0011710004
Tumor
0.4
CPT0118340003
Tumor
0.4
CPT0118810003
Tumor
0.4
CPT0086750003
Tumor
0.4
CPT0110980004
Tumor
0.4
CPT0090570004
Tumor
0.4
CPT0102450003
Tumor
0.3
CPT0067070003
Tumor
0.3
CPT0021450003
Tumor
0.3
CPT0105270003
Tumor
0.3
CPT0052170004
Tumor
0.3
CPT0146880004
Tumor
0.3
CPT0082740004
Tumor
0.3
CPT0090700003
Tumor
0.3
CPT0104750003
Tumor
0.3
CPT0067620003
Tumor
0.3
CPT0097580003
Tumor
0.2
CPT0015410003
Tumor
0.2
CPT0001590003
Normal
0.2
CPT0118160003
Tumor
0.2
CPT0105600003
Tumor
0.2
CPT0090340003
Tumor
0.2
CPT0105710003
Tumor
0.2
CPT0147980004
Tumor
0.2
CPT0125810003
Tumor
0.2
CPT0148280004
Tumor
0.2
CPT0147100003
Normal
0.2
CPT0148180004
Tumor
0.2
CPT0092240003
Tumor
0.2
CPT0001060010
Tumor
0.1
CPT0011750003
Normal
0.1
CPT0063810003
Tumor
0.1
CPT0067940003
Tumor
0.1
CPT0118200003
Tumor
0.1
CPT0105940003
Tumor
0.1
CPT0053040004
Tumor
0.1
CPT0092930003
Tumor
0.1
CPT0114660004
Tumor
0.1
CPT0070060003
Tumor
0.1
CPT0090200003
Normal
0.1
CPT0147880004
Tumor
0.1
CPT0001380003
Tumor
0.0
CPT0118650003
Normal
0.0
CPT0147380004
Tumor
0.0
CPT0008450003
Tumor
0.0
CPT0066890003
Tumor
0.0
CPT0104970003
Tumor
0.0
CPT0147580004
Tumor
0.0
CPT0091240003
Tumor
0.0
CPT0104650003
Normal
0.0
CPT0146780004
Tumor
0.0
CPT0105510003
Tumor
0.0
CPT0118570003
Tumor
0.0
CPT0001070003
Normal
-0.1
CPT0147400003
Normal
-0.1
CPT0023320003
Normal
-0.1
CPT0097600003
Normal
-0.1
CPT0069520003
Tumor
-0.1
CPT0067290003
Normal
-0.1
CPT0148300003
Normal
-0.1
CPT0105740003
Normal
-0.1
CPT0063730003
Tumor
-0.1
CPT0051690004
Tumor
-0.1
CPT0001390003
Normal
-0.1
CPT0089340003
Tumor
-0.1
CPT0014860003
Tumor
-0.1
CPT0001690003
Normal
-0.1
CPT0013910003
Normal
-0.1
CPT0068100003
Tumor
-0.1
CPT0086310003
Tumor
-0.1
CPT0092250003
Normal
-0.1
CPT0105610003
Normal
-0.1
CPT0013880003
Tumor
-0.1
CPT0148200003
Normal
-0.2
CPT0105370004
Normal
-0.2
CPT0091260003
Normal
-0.2
CPT0014260003
Tumor
-0.2
CPT0105230003
Tumor
-0.2
CPT0105550003
Normal
-0.2
CPT0105630003
Tumor
-0.2
CPT0001810003
Normal
-0.2
CPT0114690003
Normal
-0.2
CPT0109680004
Tumor
-0.2
CPT0083810003
Normal
-0.2
CPT0067950003
Normal
-0.2
CPT0008410003
Tumor
-0.2
CPT0105680003
Normal
-0.2
CPT0109760003
Normal
-0.2
CPT0052940004
Tumor
-0.2
CPT0113220003
Normal
-0.2
CPT0146980004
Tumor
-0.2
CPT0117970003
Tumor
-0.2
CPT0090900004
Normal
-0.2
CPT0104760003
Normal
-0.2
CPT0147480004
Tumor
-0.2
CPT0067470004
Normal
-0.2
CPT0066810003
Normal
-0.2
CPT0105190003
Normal
-0.2
CPT0014930003
Normal
-0.2
CPT0083100003
Tumor
-0.2
CPT0083140003
Normal
-0.2
CPT0118830003
Normal
-0.2
CPT0091870003
Normal
-0.2
CPT0147600003
Normal
-0.2
CPT0104630003
Tumor
-0.2
CPT0118180003
Normal
-0.2
CPT0090600003
Normal
-0.2
CPT0105010004
Normal
-0.2
CPT0079850003
Normal
-0.3
CPT0015420003
Normal
-0.3
CPT0118360003
Normal
-0.3
CPT0118240003
Normal
-0.3
CPT0090370003
Normal
-0.3
CPT0068830003
Normal
-0.3
CPT0114880003
Normal
-0.3
CPT0109700003
Normal
-0.3
CPT0115090003
Normal
-0.3
CPT0079830003
Tumor
-0.3
CPT0069370003
Normal
-0.3
CPT0105330003
Tumor
-0.3
CPT0148100003
Normal
-0.3
CPT0092940003
Normal
-0.3
CPT0086770003
Normal
-0.3
CPT0147500003
Normal
-0.3
CPT0147900003
Normal
-0.3
CPT0090720003
Normal
-0.3
CPT0067110003
Normal
-0.3
CPT0070080003
Normal
-0.3
CPT0148000003
Normal
-0.3
CPT0105980003
Normal
-0.3
CPT0106100003
Normal
-0.3
CPT0021490003
Normal
-0.3
CPT0146800003
Normal
-0.3
CPT0112080003
Normal
-0.3
CPT0114840003
Tumor
-0.3
CPT0102480003
Normal
-0.3
CPT0000930003
Normal
-0.3
CPT0066930003
Normal
-0.3
CPT0068610003
Tumor
-0.4
CPT0125830003
Normal
-0.4
CPT0063750003
Normal
-0.4
CPT0146700003
Normal
-0.4
CPT0082770003
Normal
-0.4
CPT0105250003
Normal
-0.4
CPT0068650003
Normal
-0.4
CPT0118600003
Normal
-0.4
CPT0110890003
Normal
-0.4
CPT0069720003
Normal
-0.4
CPT0109710003
Normal
-0.4
CPT0086320003
Normal
-0.4
CPT0109720004
Tumor
-0.4
CPT0118010003
Normal
-0.4
CPT0001970003
Normal
-0.4
CPT0082890003
Normal
-0.4
CPT0069550003
Normal
-0.4
CPT0110860004
Tumor
-0.4
CPT0109850003
Normal
-0.4
CPT0089360003
Normal
-0.4
CPT0111300003
Tumor
-0.4
CPT0062810003
Normal
-0.4
CPT0008420003
Normal
-0.4
CPT0014290003
Normal
-0.4
CPT0118890003
Normal
-0.4
CPT0011930003
Normal
-0.5
CPT0055100004
Tumor
-0.5
CPT0083390004
Tumor
-0.5
CPT0083420003
Normal
-0.5
CPT0111590003
Normal
-0.5
CPT0063840003
Normal
-0.5
CPT0068130003
Normal
-0.5
CPT0013600003
Tumor
-0.5
CPT0067770003
Normal
-0.5
CPT0114010003
Normal
-0.5
CPT0109830004
Tumor
-0.5
CPT0084170003
Normal
-0.5
CPT0146600003
Normal
-0.6
CPT0069700003
Tumor
-0.6
CPT0147000003
Normal
-0.6
CPT0146680004
Tumor
-0.6
CPT0013630003
Normal
-0.6
CPT0111480003
Normal
-0.6
CPT0011910004
Tumor
-0.7
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
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LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0238110004
Tumor
1.0
CPT0197090003
Tumor
0.8
CPT0191710003
Tumor
0.7
CPT0007740003
Tumor
0.7
CPT0090440003
Tumor
0.7
CPT0175560003
Tumor
0.7
CPT0186180003
Tumor
0.6
CPT0175260003
Tumor
0.6
CPT0091820003
Tumor
0.6
CPT0112580003
Tumor
0.6
CPT0208770003
Tumor
0.6
CPT0197150003
Tumor
0.6
CPT0245830003
Tumor
0.6
CPT0079050003
Tumor
0.6
CPT0091050003
Tumor
0.5
CPT0204990003
Tumor
0.5
CPT0130030003
Tumor
0.5
CPT0089880003
Tumor
0.5
CPT0237060004
Tumor
0.5
CPT0126390003
Tumor
0.5
CPT0202170003
Tumor
0.5
CPT0126740003
Tumor
0.4
CPT0086260003
Tumor
0.4
CPT0136640003
Tumor
0.4
CPT0079100003
Tumor
0.4
CPT0237690004
Tumor
0.4
CPT0117720003
Tumor
0.4
CPT0126450003
Tumor
0.4
CPT0112650003
Tumor
0.4
CPT0236420003
Tumor
0.4
CPT0126830003
Normal
0.4
CPT0234560003
Tumor
0.4
CPT0232670003
Tumor
0.4
CPT0204800003
Tumor
0.4
CPT0197210003
Tumor
0.4
CPT0126810003
Tumor
0.4
CPT0108560003
Tumor
0.4
CPT0010050003
Tumor
0.3
CPT0217420003
Tumor
0.3
CPT0227400003
Tumor
0.3
CPT0186210003
Normal
0.3
CPT0234790003
Tumor
0.3
CPT0221200003
Tumor
0.3
CPT0197740003
Tumor
0.3
CPT0191860003
Tumor
0.3
CPT0237200004
Tumor
0.3
CPT0204600003
Tumor
0.3
CPT0091610003
Tumor
0.2
CPT0245780003
Tumor
0.2
CPT0219360003
Tumor
0.2
CPT0218280003
Tumor
0.2
CPT0202020008
Tumor
0.2
CPT0104930003
Tumor
0.2
CPT0064040003
Tumor
0.2
CPT0223790003
Tumor
0.2
CPT0175270003
Normal
0.2
CPT0001020003
Tumor
0.1
CPT0112540003
Tumor
0.1
CPT0126470003
Normal
0.1
CPT0221220003
Normal
0.1
CPT0223820003
Normal
0.1
CPT0209490003
Tumor
0.1
CPT0068280003
Tumor
0.1
CPT0195510003
Tumor
0.1
CPT0147180004
Tumor
0.1
CPT0237410004
Tumor
0.1
CPT0209020004
Tumor
0.1
CPT0023470003
Tumor
0.1
CPT0202220004
Normal
0.1
CPT0191930003
Normal
0.1
CPT0104360003
Tumor
0.1
CPT0112720003
Tumor
0.1
CPT0102840003
Normal
0.1
CPT0007760003
Normal
0.1
CPT0202720003
Tumor
0.1
CPT0237710003
Normal
0.1
CPT0196810003
Tumor
0.1
CPT0130410003
Tumor
0.0
CPT0197480003
Tumor
0.0
CPT0136660003
Normal
0.0
CPT0241170003
Tumor
0.0
CPT0190550003
Tumor
0.0
CPT0063430003
Tumor
0.0
CPT0195520003
Normal
0.0
CPT0197860003
Normal
0.0
CPT0234930004
Tumor
0.0
CPT0202350004
Tumor
0.0
CPT0222730003
Tumor
0.0
CPT0238130003
Normal
0.0
CPT0202400004
Normal
0.0
CPT0237970004
Tumor
0.0
CPT0101130003
Tumor
0.0
CPT0192540004
Tumor
0.0
CPT0208780003
Normal
0.0
CPT0175390003
Tumor
0.0
CPT0202530004
Tumor
0.0
CPT0123350003
Tumor
0.0
CPT0102790003
Tumor
0.0
CPT0098770003
Tumor
0.0
CPT0023500003
Normal
0.0
CPT0010060003
Normal
0.0
CPT0245880003
Tumor
0.0
CPT0225380003
Tumor
-0.1
CPT0146380004
Tumor
-0.1
CPT0130270003
Tumor
-0.1
CPT0108600003
Normal
-0.1
CPT0063480003
Tumor
-0.1
CPT0115830003
Tumor
-0.1
CPT0187370003
Tumor
-0.1
CPT0236430003
Normal
-0.1
CPT0126760003
Normal
-0.1
CPT0197170003
Normal
-0.1
CPT0126670003
Tumor
-0.1
CPT0083980003
Tumor
-0.1
CPT0205000003
Normal
-0.1
CPT0197380003
Normal
-0.1
CPT0245890003
Normal
-0.1
CPT0105430003
Normal
-0.1
CPT0192590004
Normal
-0.1
CPT0112600003
Normal
-0.1
CPT0218310003
Normal
-0.1
CPT0079060003
Normal
-0.1
CPT0128890003
Tumor
-0.1
CPT0098800003
Normal
-0.1
CPT0147700003
Normal
-0.1
CPT0202580004
Normal
-0.1
CPT0112550003
Normal
-0.2
CPT0233120003
Tumor
-0.2
CPT0126400003
Normal
-0.2
CPT0233160003
Normal
-0.2
CPT0245790003
Normal
-0.2
CPT0130310003
Normal
-0.2
CPT0117770003
Normal
-0.2
CPT0112660003
Normal
-0.2
CPT0237570003
Normal
-0.2
CPT0187380003
Normal
-0.2
CPT0091620003
Normal
-0.2
CPT0233600003
Tumor
-0.2
CPT0063440003
Normal
-0.2
CPT0197100003
Normal
-0.2
CPT0222740003
Normal
-0.2
CPT0202740003
Normal
-0.2
CPT0221660003
Normal
-0.2
CPT0111150004
Tumor
-0.2
CPT0183270003
Normal
-0.2
CPT0186130003
Tumor
-0.2
CPT0130440004
Normal
-0.2
CPT0115860003
Normal
-0.2
CPT0204820003
Normal
-0.2
CPT0209510003
Normal
-0.2
CPT0221650003
Tumor
-0.2
CPT0237550004
Tumor
-0.2
CPT0237210003
Normal
-0.2
CPT0146400003
Normal
-0.3
CPT0091090003
Normal
-0.3
CPT0068320003
Normal
-0.3
CPT0001030003
Normal
-0.3
CPT0233320003
Tumor
-0.3
CPT0219390003
Normal
-0.3
CPT0204660003
Normal
-0.3
CPT0079110003
Normal
-0.3
CPT0104380003
Normal
-0.3
CPT0233330003
Normal
-0.3
CPT0232690003
Normal
-0.3
CPT0069890003
Tumor
-0.3
CPT0227070003
Normal
-0.3
CPT0146480004
Tumor
-0.3
CPT0086270003
Normal
-0.3
CPT0245840003
Normal
-0.3
CPT0241210003
Normal
-0.3
CPT0225470003
Normal
-0.3
CPT0234580003
Normal
-0.3
CPT0207250003
Normal
-0.3
CPT0197520003
Normal
-0.4
CPT0087210003
Normal
-0.4
CPT0234820003
Normal
-0.4
CPT0237430003
Normal
-0.4
CPT0063500003
Normal
-0.4
CPT0237780003
Normal
-0.4
CPT0175410003
Normal
-0.4
CPT0087190003
Tumor
-0.4
CPT0237990003
Normal
-0.4
CPT0196820003
Normal
-0.4
CPT0175160003
Normal
-0.4
CPT0130070003
Normal
-0.4
CPT0186140003
Normal
-0.4
CPT0111000004
Normal
-0.4
CPT0104950003
Normal
-0.4
CPT0191750003
Normal
-0.4
CPT0183250004
Tumor
-0.4
CPT0207210003
Tumor
-0.4
CPT0202040003
Normal
-0.4
CPT0064050003
Normal
-0.5
CPT0175120003
Tumor
-0.5
CPT0233640003
Normal
-0.5
CPT0069900003
Normal
-0.5
CPT0217490003
Normal
-0.5
CPT0227420003
Normal
-0.5
CPT0147200003
Normal
-0.5
CPT0105420003
Tumor
-0.5
CPT0123370003
Normal
-0.5
CPT0128900003
Normal
-0.5
CPT0237080003
Normal
-0.5
CPT0147680004
Tumor
-0.5
CPT0209040003
Normal
-0.5
CPT0146500003
Normal
-0.5
CPT0112730003
Normal
-0.6
CPT0234950004
Normal
-0.6
CPT0083990003
Normal
-0.6
CPT0237760003
Tumor
-0.6
CPT0227020003
Tumor
-0.9
CPT0126530003
Tumor
-1.0
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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.