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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.
SSR4 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
789.6
Number of samples
497
Samples
Sample
Description
TPM
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
2451.1
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
2401.5
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
2353.1
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
2326.6
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
2310.6
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
2112.4
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
2083.4
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
2067.9
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
1923.0
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
1886.3
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
1876.7
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
1839.3
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
1814.7
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
1756.7
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
1719.0
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
1695.4
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
1639.1
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
1621.4
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1621.3
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
1576.1
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
1574.5
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
1573.1
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
1571.2
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
1569.7
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
1563.5
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1562.3
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
1556.2
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
1549.7
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
1532.1
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
1507.2
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
1501.7
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
1488.2
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
1480.5
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1442.4
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1420.7
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
1414.3
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1409.6
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
1403.2
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
1401.6
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
1399.2
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
1385.8
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
1378.9
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1360.9
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
1360.2
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
1325.8
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
1323.0
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
1308.1
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
1302.1
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
1297.6
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
1287.2
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1285.6
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
1275.6
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
1254.7
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
1239.9
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
1239.2
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
1230.8
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
1225.5
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
1225.2
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
1214.3
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
1212.6
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
1208.5
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
1207.3
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
1204.5
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
1203.9
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
1200.9
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
1197.7
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
1195.8
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
1189.2
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
1184.3
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
1182.1
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
1170.7
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
1163.2
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
1149.6
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
1149.5
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1145.1
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
1136.4
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
1134.8
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
1124.7
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
1121.6
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
1118.7
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
1113.6
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
1104.6
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
1101.9
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
1096.7
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
1096.4
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
1095.2
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
1094.3
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
1091.6
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
1081.1
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
1076.1
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
1074.6
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
1070.8
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
1065.5
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
1055.1
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
1051.4
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
1047.8
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
1044.5
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
1044.3
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1043.6
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1033.7
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
1033.5
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
1030.6
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
1028.6
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
1026.8
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
1022.0
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
1021.8
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
1021.3
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
1019.0
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
1013.3
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
1012.0
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
1011.5
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
1009.4
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
1009.0
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1007.9
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
1006.8
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
1006.5
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
995.3
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
985.6
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
982.6
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
976.6
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
974.1
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
971.3
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
970.5
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
968.8
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
967.5
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
966.8
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
959.7
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
958.9
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
958.6
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
958.6
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
956.5
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
952.8
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
948.7
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
946.6
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
943.9
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
943.1
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
942.7
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
942.4
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
935.3
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
934.7
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
934.6
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
933.7
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
930.2
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
930.0
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
929.8
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
926.7
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
926.1
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
906.4
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
904.6
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
903.4
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
893.9
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
892.7
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
891.8
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
890.6
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
884.9
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
883.0
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
875.7
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
875.5
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
870.0
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
864.4
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
863.4
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
857.2
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
856.7
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
856.6
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
853.4
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
852.1
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
849.7
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
849.4
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
845.0
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
840.7
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
839.4
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
838.7
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
834.4
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
834.4
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
834.0
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
831.5
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
830.9
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
829.3
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
827.0
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
827.0
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
823.2
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
818.2
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
814.9
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
812.2
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
812.0
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
811.7
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
809.5
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
808.5
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
808.0
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
807.0
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
805.7
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
799.4
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
796.9
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
796.2
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
796.0
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
794.4
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
793.1
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
793.1
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
792.5
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
791.7
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
785.1
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
776.2
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
774.4
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
772.6
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
771.0
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
769.4
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
767.4
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
765.1
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
765.0
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
762.7
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
762.1
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
761.5
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
759.0
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
757.9
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
756.8
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
751.2
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
748.7
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
748.5
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
747.6
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
745.3
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
744.4
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
743.7
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
742.5
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
741.6
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
738.2
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
737.1
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
735.8
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
731.8
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
731.5
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
730.1
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
729.2
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
726.7
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
725.5
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
725.3
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
722.1
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
721.6
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
717.0
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
716.9
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
715.8
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
715.8
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
711.0
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
709.6
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
706.5
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
704.3
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
704.2
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
703.5
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
702.2
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
700.5
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
699.5
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
699.3
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
698.3
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
696.9
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
696.2
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
693.1
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
688.6
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
687.7
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
684.8
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
684.1
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
681.1
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
679.3
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
678.4
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
678.1
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
673.2
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
671.1
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
666.2
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
663.7
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
657.0
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
656.6
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
655.6
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
654.9
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
654.9
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
654.8
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
654.1
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
653.9
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
651.2
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
650.2
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
650.1
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
650.0
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
648.7
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
648.6
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
647.9
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
647.3
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
646.2
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
645.9
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
644.5
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
637.9
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
637.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
634.3
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
629.9
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
627.0
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
627.0
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
626.4
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
624.9
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
624.9
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
624.9
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
624.7
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
624.2
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
623.6
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
622.6
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
621.8
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
619.9
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
618.9
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
618.5
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
617.2
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
616.7
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
616.3
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
610.2
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
609.6
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
608.8
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
607.3
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
607.1
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
606.7
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
606.2
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
605.8
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
603.3
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
603.0
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
602.6
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
602.4
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
602.2
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
601.7
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
600.9
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
600.2
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
600.1
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
598.0
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
594.9
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
591.4
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
587.4
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
585.5
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
584.8
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
582.4
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
581.0
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
580.0
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
579.9
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
578.4
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
577.9
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
577.1
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
576.9
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
576.8
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
576.3
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
575.8
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
575.3
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
574.2
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
573.8
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
573.0
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
569.3
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
566.7
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
566.4
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
565.9
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
565.7
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
564.2
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
561.8
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
561.0
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
560.2
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
557.9
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
557.9
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
554.2
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
552.7
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
549.5
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
545.8
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
544.1
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
543.1
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
538.6
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
537.9
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
537.8
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
537.2
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
535.0
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
534.5
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
533.0
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
530.0
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
528.9
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
524.9
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
520.6
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
518.0
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
516.1
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
514.9
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
514.6
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
513.2
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
512.1
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
511.2
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
505.3
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
503.7
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
500.2
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
500.1
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
499.4
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
498.7
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
497.4
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
496.3
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
494.5
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
492.6
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
487.7
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
487.6
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
486.2
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
485.9
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
484.8
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
482.6
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
481.6
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
478.4
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
477.6
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
477.1
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
475.2
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
473.1
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
472.6
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
471.4
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
471.4
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
471.1
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
467.4
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
466.6
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
465.2
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
464.5
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
462.9
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
460.6
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
459.7
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
457.4
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
456.8
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
453.9
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
452.6
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
449.7
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
446.1
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
445.7
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
442.3
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
437.5
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
436.7
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
435.5
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
435.0
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
434.6
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
434.2
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
433.6
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
432.2
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
430.1
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
429.1
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
427.3
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
424.0
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
419.9
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
419.7
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
418.9
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
416.8
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
415.8
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
408.3
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
408.0
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
407.2
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
406.9
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
405.9
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
402.6
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
402.4
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
399.8
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
399.7
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
397.3
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
396.9
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
396.7
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
395.8
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
394.4
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
394.0
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
391.6
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
390.2
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
385.6
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
383.8
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
378.2
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
376.7
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
376.5
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
375.2
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
371.2
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
371.1
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
371.0
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
370.3
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
370.1
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
368.1
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
367.9
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
367.7
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
363.8
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
359.5
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
355.4
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
355.2
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
353.9
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
353.8
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
351.4
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
351.0
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
348.5
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
346.2
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
345.1
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
341.2
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
338.1
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
325.3
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
321.0
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
302.3
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
301.6
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
296.8
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
295.8
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
289.8
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
286.4
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
275.1
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
274.7
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
268.0
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
265.5
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
256.9
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
256.6
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
235.7
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SSR4 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
424.0
Number of samples
105
Samples
Sample
Description
TPM
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
1023.5
L504
0 years, female, stage:Stage IA, dead, 1295 days
958.8
L545
0 years, female, stage:Stage IA, alive, 2874 days
827.5
L688
0 years, male, stage:Stage IIIA, dead, 789 days
802.1
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
762.5
L725
0 years, female, stage:Stage IA, alive, 1830 days
723.7
L599
0 years, male, stage:Stage IB, dead, 2083 days
703.5
L689
0 years, male, stage:Stage IA, alive, 1943 days
694.2
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
675.8
L585
0 years, female, stage:Stage IIA, dead, 402 days
672.1
L543
0 years, male, stage:Stage IA, alive, 2711 days
669.0
L607
0 years, male, stage:Stage IB, alive, 2572 days
650.2
L440
0 years, male, stage:Stage IIB, dead, 651 days
639.3
L683
0 years, female, stage:Stage IIA, dead, 612 days
638.0
L484
0 years, female, stage:Stage IA, alive, 2895 days
585.3
L663
0 years, female, stage:Stage IB, alive, 2018 days
584.4
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
583.4
L602
0 years, female, stage:Stage IA, alive, 2277 days
566.8
L826
0 years, female, stage:Stage IV, dead, 935 days
564.8
L638
0 years, male, stage:Stage IA, alive, 2076 days
553.7
L773
0 years, female, stage:Stage IV, dead, 311 days
543.4
L887
0 years, male, stage:Stage IA, dead, 374 days
540.0
L455
0 years, female, stage:Stage IA, alive, 3315 days
531.1
L782
0 years, female, stage:Stage IIB, alive, 3371 days
527.7
L620
0 years, female, stage:Stage IIIA, dead, 338 days
522.3
L873
0 years, female, stage:Stage IA, alive, 1740 days
513.8
L593
0 years, male, stage:Stage IA, dead, 2436 days
508.3
L603
0 years, female, stage:Stage IB, dead, 972 days
506.0
L531
0 years, male, stage:Stage IB, dead, 928 days
488.8
L808
0 years, female, stage:Stage IA, alive, 3001 days
485.9
L791
0 years, female, stage:Stage IIIA, dead, 368 days
479.2
L400
0 years, male, stage:Stage IIA, dead, 1233 days
478.2
L810
0 years, female, stage:Stage IIIA, dead, 625 days
476.4
L842
0 years, female, stage:Stage IB, alive, 2005 days
475.1
L710
0 years, female, stage:Stage IIA, alive, 1775 days
473.6
L616
0 years, male, stage:Stage IA, dead, 410 days
473.4
L656
0 years, male, stage:Stage IA, alive, 2227 days
466.2
L731
0 years, female, stage:Stage IA, dead, 964 days
460.1
L532
0 years, female, stage:Stage IA, dead, 301 days
459.0
L617
0 years, male, stage:Stage IIIA, dead, 238 days
454.1
L879
0 years, male, stage:Stage IV, dead, 873 days
451.1
L596
0 years, female, stage:Stage IA, alive, 2319 days
450.5
L865
0 years, female, stage:Stage IIB, alive, 1927 days
450.3
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
439.5
L673
0 years, female, stage:Stage IA, dead, 568 days
438.6
L446
0 years, female, stage:Stage IIB, dead, 415 days
435.2
L682
0 years, female, stage:Stage IIB, dead, 840 days
429.9
L473
0 years, female, stage:Stage IA, alive, 3021 days
426.1
L606
0 years, male, stage:Stage IA, alive, 2336 days
424.6
L768
0 years, male, stage:Stage IIIA, dead, 472 days
408.8
L838
0 years, female, stage:Stage IA, dead, 1005 days
397.4
L530
0 years, female, stage:Stage IIA, dead, 308 days
391.2
L605
0 years, female, stage:Stage IA, alive, 2460 days
380.8
L735
0 years, female, stage:Stage IA, alive, 1830 days
380.6
L541
0 years, female, stage:Stage IIIA, dead, 915 days
378.6
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
376.4
L800
0 years, female, stage:Stage IA, dead, 2417 days
373.6
L778
0 years, female, stage:Stage IA, alive, 1600 days
372.7
L695
0 years, female, stage:Stage IB, dead, 1762 days
362.8
L678
0 years, female, stage:Stage IB, dead, 1114 days
362.6
L566
0 years, male, stage:Stage IB, alive, 2489 days
361.3
L458
0 years, female, stage:Stage IA, dead, 223 days
358.5
L738
0 years, female, stage:Stage IB, dead, 1314 days
357.7
L802
0 years, female, stage:Stage IA, dead, 773 days
352.7
L880
0 years, female, stage:Stage IA, alive, 1767 days
349.0
L766
0 years, male, stage:Stage IB, alive, 1793 days
343.9
L565
0 years, female, stage:Stage IB, dead, 543 days
343.5
L551
0 years, male, stage:Stage IA, alive, 2924 days
341.3
L832
0 years, female, stage:Stage IA, alive, 2145 days
334.9
L557
0 years, female, stage:Stage IB, alive, 2580 days
333.3
L569
0 years, female, stage:Stage IA, alive, 2531 days
332.0
L601
0 years, male, stage:Stage IB, dead, 2068 days
327.4
L828
0 years, female, stage:Stage IIB, alive, 2222 days
324.5
L831
0 years, female, stage:Stage IB, alive, 2152 days
321.7
L546
0 years, male, stage:Stage IA, dead, 973 days
310.2
L561
0 years, female, stage:Stage IA, alive, 2543 days
308.8
L746
0 years, female, stage:Stage IIIA, dead, 594 days
307.3
L626
0 years, female, stage:Stage IA, dead, 1994 days
305.9
L493
0 years, female, stage:Stage IIB, alive, 2945 days
294.0
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
288.8
L827
0 years, male, stage:Stage IIB, dead, 1105 days
286.3
L613
0 years, male, stage:Stage IIIA, dead, 19 days
285.1
L404
0 years, female, stage:Stage IIA, dead, 2318 days
284.7
L877
0 years, female, stage:Stage IA, alive, 1599 days
283.9
L871
0 years, male, stage:Stage IB, dead, 873 days
282.0
L662
0 years, male, stage:Stage IA, dead, 865 days
279.2
L621
0 years, female, stage:Stage IIIA, dead, 1487 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.
SSR4 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
507.0
Number of samples
489
Samples
Sample
Description
TPM
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
1436.2
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
1429.6
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
1369.5
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
1287.2
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
1285.6
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
1206.1
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
1147.7
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
1110.4
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
1070.8
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
1055.0
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
1033.1
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
1015.0
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
1005.7
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
1002.3
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
999.1
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
973.4
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
952.5
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
951.9
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
949.9
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
917.7
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
914.3
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
905.4
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
905.0
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
896.7
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
890.0
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
885.9
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
877.2
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
864.8
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
856.2
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
853.7
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
853.5
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
844.0
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
828.2
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
826.9
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
824.5
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
817.7
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
812.7
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
812.1
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
802.9
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
786.1
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
785.0
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
783.8
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
783.3
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
779.3
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
775.3
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
772.8
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
772.4
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
769.3
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
766.9
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
764.8
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
762.7
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
761.1
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
755.8
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
742.0
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
737.9
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
732.8
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
730.8
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
725.3
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
719.3
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
718.1
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
717.0
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
715.0
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
713.7
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
712.4
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
710.2
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
709.5
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
708.8
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
708.1
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
706.1
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
704.1
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
700.5
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
700.2
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
696.2
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
695.3
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
689.3
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
686.8
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
686.8
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
686.2
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
684.3
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
678.8
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
678.6
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
673.5
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
672.6
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
669.6
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
668.2
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
664.1
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
663.9
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
663.5
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
661.5
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
660.2
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
658.9
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
658.6
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
656.3
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
653.6
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
652.7
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
652.2
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
651.3
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
650.1
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
649.5
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
646.9
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
646.2
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
646.0
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
643.4
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
643.0
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
641.6
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
641.4
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
633.4
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
631.6
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
631.5
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
631.0
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
629.0
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
628.2
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
626.7
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
625.7
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
624.6
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
623.3
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
623.3
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
623.1
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
621.5
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
620.7
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
620.0
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
619.7
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
619.4
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
619.0
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
612.7
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
612.1
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
611.6
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
606.4
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
603.9
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
603.0
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
602.5
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
597.4
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
592.9
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
592.0
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
591.2
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
591.0
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
588.1
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
587.7
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
587.2
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
585.5
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
585.2
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
583.9
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
580.4
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
580.2
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
580.1
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
578.9
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
576.2
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
575.6
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
573.6
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
571.0
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
569.2
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
566.0
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
565.0
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
563.3
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
562.6
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
560.7
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
559.9
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
559.8
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
558.1
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
558.1
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
558.0
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
555.7
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
555.6
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
554.7
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
554.2
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
553.2
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
550.1
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
549.6
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
546.7
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
542.4
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
539.3
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
538.0
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
537.9
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
537.3
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
537.2
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
536.7
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
534.2
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
533.6
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
532.2
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
530.1
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
527.7
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
525.8
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
524.9
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
521.7
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
521.0
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
520.8
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
520.2
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
517.7
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
516.9
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
515.4
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
515.0
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
514.9
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
514.5
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
513.7
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
511.9
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
511.9
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
510.5
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
510.2
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
507.3
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
507.1
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
507.1
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
506.6
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
506.5
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
505.9
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
505.5
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
505.1
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
504.3
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
502.2
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
501.8
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
500.3
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
500.3
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
499.8
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
498.2
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
498.1
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
497.8
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
496.0
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
496.0
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
493.9
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
493.3
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
492.9
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
492.2
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
491.9
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
490.4
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
490.1
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
489.9
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
485.6
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
484.7
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
483.8
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
482.6
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
480.6
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
480.5
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
480.0
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
478.8
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
476.6
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
474.0
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
472.5
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
471.7
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
470.4
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
470.1
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
467.6
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
466.8
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
466.4
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
466.0
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
465.6
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
463.6
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
462.6
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
462.6
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
462.4
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
461.3
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
460.8
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
459.5
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
458.4
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
456.9
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
454.9
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
454.8
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
454.5
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
454.5
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
454.3
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
453.9
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
452.9
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
452.6
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
452.2
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
451.2
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
451.2
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
449.5
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
448.9
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
448.5
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
448.1
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
447.7
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
447.2
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
445.1
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
444.1
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
444.0
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
442.5
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
442.4
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
441.0
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
439.4
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
437.4
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
437.0
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
436.3
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
433.5
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
432.2
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
430.5
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
429.4
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
428.4
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
428.2
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
427.9
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
426.8
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
426.7
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
425.1
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
425.0
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
423.8
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
423.7
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
423.0
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
422.8
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
421.1
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
420.2
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
419.8
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
419.4
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
419.3
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
419.1
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
418.4
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
417.1
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
414.4
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
414.0
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
411.4
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
409.3
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
407.1
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
406.6
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
406.2
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
406.0
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
405.7
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
404.6
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
404.4
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
404.1
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
401.8
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
401.5
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
397.9
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
397.6
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
397.4
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
396.4
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
396.4
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
396.3
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
394.8
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
394.5
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
394.4
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
394.0
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
393.4
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
393.3
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
392.9
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
392.1
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
391.2
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
390.9
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
390.3
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
389.0
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
388.4
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
388.0
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
387.8
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
387.4
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
386.6
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
385.9
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
385.5
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
384.8
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
384.7
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
382.3
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
382.3
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
381.2
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
380.4
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
380.1
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
380.1
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
379.2
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
379.2
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
377.5
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
377.3
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
376.3
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
374.7
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
373.1
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
372.8
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
371.4
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
369.1
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
369.1
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
368.5
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
368.4
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
366.8
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
366.7
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
366.4
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
365.1
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
364.3
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
363.5
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
363.1
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
362.9
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
362.4
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
362.1
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
361.0
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
360.5
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
360.4
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
360.3
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
359.3
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
358.9
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
358.4
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
357.6
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
357.1
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
356.8
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
355.4
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
354.7
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
354.3
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
352.5
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
350.6
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
350.2
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
349.3
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
347.2
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
346.1
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
345.2
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
345.2
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
345.2
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
345.1
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
344.4
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
339.6
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
337.2
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
337.1
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
336.7
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
335.4
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
335.3
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
332.4
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
331.9
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
330.6
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
328.1
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
327.0
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
326.9
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
326.4
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
325.7
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
325.3
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
321.3
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
321.0
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
320.9
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
319.2
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
317.6
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
315.7
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
313.4
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
311.0
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
309.7
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
309.6
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
308.5
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
307.6
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
306.4
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
305.9
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
305.6
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
305.5
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
305.2
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
304.3
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
303.3
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
301.7
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
300.9
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
300.5
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
299.5
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
298.5
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
296.8
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
295.7
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
295.2
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
294.7
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
294.5
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
294.4
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
293.9
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
292.9
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
292.9
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
292.8
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
290.8
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
289.3
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
288.4
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
287.9
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
287.5
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
287.2
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
287.0
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
286.4
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
286.2
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
279.4
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
278.8
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
277.4
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
275.2
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
272.5
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
272.2
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
268.9
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
268.3
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
265.5
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
265.2
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
263.9
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
258.5
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
255.6
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
255.0
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
250.7
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
250.5
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
246.3
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
245.2
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
244.0
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
243.8
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
241.8
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
234.6
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
233.7
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
232.4
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
212.3
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
207.2
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
204.2
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
198.9
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
198.4
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
195.8
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
195.4
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
182.0
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 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.
SSR4 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
306.0
Number of samples
68
Samples
Sample
Description
TPM
L496
0 years, male, stage:Stage IB, alive, 2761 days
595.1
L856
0 years, male, stage:Stage IA, dead, 1465 days
579.5
L661
0 years, male, stage:Stage IA, dead, 1123 days
527.6
L563
0 years, female, stage:Stage IIB, dead, 1216 days
513.1
L712
0 years, male, stage:Stage IA, alive, 1698 days
484.5
L604
0 years, male, stage:Stage IIA, dead, 286 days
478.6
L753
0 years, male, stage:Stage IIA, alive, 1705 days
474.7
L572
0 years, male, stage:Stage IA, alive, 2532 days
473.0
L470
0 years, female, stage:Stage IB, dead, 1774 days
438.4
L756
0 years, male, stage:Stage IB, alive, 1796 days
436.1
L857
0 years, male, stage:Stage IB, dead, 226 days
427.2
L723
0 years, male, stage:Stage IIA, dead, 433 days
411.7
L644
0 years, male, stage:Stage IA, dead, 282 days
386.1
L464
0 years, male, stage:Stage IB, dead, 1935 days
386.0
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
381.2
L886
0 years, male, stage:Stage IB, dead, 1932 days
381.2
L760
0 years, male, stage:Stage IIA, alive, 1895 days
379.5
L747
0 years, female, stage:Stage IA, dead, 1112 days
376.3
L824
0 years, male, stage:Stage IA, dead, 665 days
362.1
L529
0 years, female, stage:Stage IA, alive, 2775 days
358.1
L483
0 years, male, stage:Stage IB, dead, 77 days
356.1
L758
0 years, male, stage:Stage IA, dead, 1562 days
353.1
L788
0 years, female, stage:Stage IA, alive, 3385 days
352.9
L456
0 years, male, stage:Stage IIA, dead, 1660 days
352.3
L864
0 years, female, stage:Stage IA, alive, 2192 days
348.7
L852
0 years, male, stage:Stage IB, dead, 700 days
335.5
L884
0 years, male, stage:Stage IIA, alive, 1627 days
333.7
L586
0 years, male, stage:Stage IIA, dead, 784 days
333.2
L767
0 years, male, stage:Stage IA, alive, 1718 days
319.1
L650
0 years, female, stage:Stage IB, dead, 986 days
313.6
L539
0 years, male, stage:Stage IB, dead, 370 days
307.6
L592
0 years, male, stage:Stage IB, alive, 2368 days
307.1
L744
0 years, male, stage:Stage IA, alive, 1614 days
307.0
L820
0 years, female, stage:Stage IA, alive, 2405 days
304.8
L719
0 years, male, stage:Stage IB, alive, 1615 days
300.5
L534
0 years, male, stage:Stage IIA, alive, 2693 days
299.7
L420
0 years, female, stage:Stage IIB, dead, 295 days
296.3
L444
0 years, female, stage:Stage IIB, alive, 3337 days
296.2
L818
0 years, male, stage:Stage IB, alive, 2480 days
279.1
L658
0 years, female, stage:Stage IIB, alive, 2083 days
260.1
L466
0 years, female, stage:Stage IIIA, dead, 412 days
254.2
L655
0 years, male, stage:Stage IIA, dead, 1603 days
254.1
L652
0 years, male, stage:Stage IA, dead, 5 days
254.0
L442
0 years, female, stage:Stage IB, dead, 2433 days
252.2
L715
0 years, female, stage:Stage IIIA, dead, 150 days
247.3
L685
0 years, female, stage:Stage IIB, alive, 1944 days
247.2
L568
0 years, female, stage:Stage IIB, dead, 71 days
236.9
L858
0 years, female, stage:Stage IIB, dead, 558 days
235.8
L559
0 years, male, stage:Stage IIB, alive, 2615 days
228.2
L447
0 years, male, stage:Stage IIB, alive, 3203 days
220.1
L468
0 years, male, stage:Stage IB, alive, 3004 days
216.0
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
215.9
L739
0 years, female, stage:Stage IIIA, dead, 352 days
214.9
L406
0 years, male, stage:Stage IA, alive, 3057 days
213.9
L490
0 years, male, stage:Stage IA, dead, 716 days
213.2
L459
0 years, male, stage:Stage IIA, alive, 3181 days
212.0
L472
0 years, male, stage:Stage IB, dead, 423 days
206.1
L755
0 years, male, stage:Stage IIA, dead, 227 days
200.3
L633
0 years, female, stage:Stage IA, alive, 2102 days
190.5
L488
0 years, female, stage:Stage IIA, alive, 2993 days
182.8
L642
0 years, male, stage:Stage IB, dead, 1167 days
166.5
L881
0 years, male, stage:Stage IB, alive, 1752 days
152.9
L854
0 years, female, stage:Stage IB, alive, 2256 days
148.9
L860
0 years, male, stage:Stage IA, alive, 2056 days
144.9
L457
0 years, female, stage:Stage IIA, alive, 2901 days
139.1
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
129.7
L608
0 years, male, stage:Stage IA, alive, 2350 days
116.0
L736
0 years, male, stage:Stage IA, dead, 1195 days
108.6
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0067450003
Tumor
1.1
CPT0105060003
Tumor
0.9
CPT0090170004
Tumor
0.8
CPT0000920017
Tumor
0.8
CPT0118620003
Tumor
0.8
CPT0092530003
Tumor
0.8
CPT0083780003
Tumor
0.8
CPT0084140003
Tumor
0.7
CPT0105940003
Tumor
0.7
CPT0001960003
Tumor
0.7
CPT0067250003
Tumor
0.7
CPT0008450003
Tumor
0.7
CPT0147080004
Tumor
0.7
CPT0001580009
Tumor
0.7
CPT0066780003
Tumor
0.6
CPT0068800003
Tumor
0.6
CPT0146980004
Tumor
0.6
CPT0090340003
Tumor
0.6
CPT0117970003
Tumor
0.5
CPT0118340003
Tumor
0.5
CPT0067620003
Tumor
0.5
CPT0113990003
Tumor
0.5
CPT0105630003
Tumor
0.5
CPT0097580003
Tumor
0.5
CPT0001800013
Tumor
0.5
CPT0112060003
Tumor
0.4
CPT0110980004
Tumor
0.4
CPT0106110003
Tumor
0.4
CPT0023310003
Tumor
0.4
CPT0118810003
Tumor
0.4
CPT0118200003
Tumor
0.4
CPT0067070003
Tumor
0.4
CPT0125830003
Normal
0.4
CPT0113210003
Tumor
0.4
CPT0118160003
Tumor
0.4
CPT0015410003
Tumor
0.4
CPT0055100004
Tumor
0.3
CPT0067290003
Normal
0.3
CPT0070060003
Tumor
0.3
CPT0069520003
Tumor
0.3
CPT0090700003
Tumor
0.3
CPT0105710003
Tumor
0.3
CPT0091240003
Tumor
0.3
CPT0001590003
Normal
0.3
CPT0069360003
Tumor
0.3
CPT0001660013
Tumor
0.3
CPT0092930003
Tumor
0.2
CPT0091860003
Tumor
0.2
CPT0068100003
Tumor
0.2
CPT0067940003
Tumor
0.2
CPT0063810003
Tumor
0.2
CPT0109740004
Tumor
0.2
CPT0053040004
Tumor
0.2
CPT0105510003
Tumor
0.1
CPT0115070003
Tumor
0.1
CPT0147480004
Tumor
0.1
CPT0089340003
Tumor
0.1
CPT0105270003
Tumor
0.1
CPT0098130003
Tumor
0.1
CPT0105600003
Tumor
0.1
CPT0090860003
Tumor
0.1
CPT0114660004
Tumor
0.1
CPT0069700003
Tumor
0.1
CPT0092240003
Tumor
0.1
CPT0082850004
Tumor
0.1
CPT0104650003
Normal
0.1
CPT0147100003
Normal
0.1
CPT0068830003
Normal
0.1
CPT0118010003
Normal
0.1
CPT0067950003
Normal
0.1
CPT0066890003
Tumor
0.1
CPT0001390003
Normal
0.0
CPT0105250003
Normal
0.0
CPT0105330003
Tumor
0.0
CPT0013600003
Tumor
0.0
CPT0148000003
Normal
0.0
CPT0014860003
Tumor
0.0
CPT0105230003
Tumor
0.0
CPT0008410003
Tumor
0.0
CPT0052940004
Tumor
0.0
CPT0104630003
Tumor
0.0
CPT0105190003
Normal
0.0
CPT0148180004
Tumor
0.0
CPT0086750003
Tumor
0.0
CPT0068610003
Tumor
0.0
CPT0083810003
Normal
0.0
CPT0125810003
Tumor
0.0
CPT0013880003
Tumor
0.0
CPT0090200003
Normal
0.0
CPT0001060010
Tumor
0.0
CPT0102480003
Normal
0.0
CPT0083140003
Normal
0.0
CPT0102450003
Tumor
-0.1
CPT0066810003
Normal
-0.1
CPT0083100003
Tumor
-0.1
CPT0091260003
Normal
-0.1
CPT0091870003
Normal
-0.1
CPT0086770003
Normal
-0.1
CPT0001070003
Normal
-0.1
CPT0008420003
Normal
-0.1
CPT0021450003
Tumor
-0.1
CPT0068130003
Normal
-0.1
CPT0069720003
Normal
-0.1
CPT0090570004
Tumor
-0.1
CPT0111300003
Tumor
-0.1
CPT0014290003
Normal
-0.1
CPT0063730003
Tumor
-0.1
CPT0063840003
Normal
-0.1
CPT0118600003
Normal
-0.1
CPT0001810003
Normal
-0.1
CPT0147980004
Tumor
-0.1
CPT0105610003
Normal
-0.1
CPT0001380003
Tumor
-0.1
CPT0146680004
Tumor
-0.1
CPT0148200003
Normal
-0.1
CPT0086310003
Tumor
-0.1
CPT0109680004
Tumor
-0.1
CPT0146880004
Tumor
-0.1
CPT0097600003
Normal
-0.1
CPT0148280004
Tumor
-0.1
CPT0109830004
Tumor
-0.1
CPT0063750003
Normal
-0.2
CPT0118180003
Normal
-0.2
CPT0023320003
Normal
-0.2
CPT0014930003
Normal
-0.2
CPT0090720003
Normal
-0.2
CPT0014260003
Tumor
-0.2
CPT0115090003
Normal
-0.2
CPT0104750003
Tumor
-0.2
CPT0147500003
Normal
-0.2
CPT0109850003
Normal
-0.2
CPT0118650003
Normal
-0.2
CPT0147900003
Normal
-0.2
CPT0105370004
Normal
-0.2
CPT0109700003
Normal
-0.2
CPT0113220003
Normal
-0.2
CPT0066930003
Normal
-0.2
CPT0118830003
Normal
-0.2
CPT0147880004
Tumor
-0.2
CPT0082740004
Tumor
-0.2
CPT0110890003
Normal
-0.2
CPT0105980003
Normal
-0.2
CPT0069550003
Normal
-0.2
CPT0062810003
Normal
-0.2
CPT0114880003
Normal
-0.3
CPT0148300003
Normal
-0.3
CPT0118890003
Normal
-0.3
CPT0092250003
Normal
-0.3
CPT0109760003
Normal
-0.3
CPT0013910003
Normal
-0.3
CPT0000930003
Normal
-0.3
CPT0146700003
Normal
-0.3
CPT0079830003
Tumor
-0.3
CPT0082890003
Normal
-0.3
CPT0114690003
Normal
-0.3
CPT0118880003
Tumor
-0.3
CPT0083390004
Tumor
-0.3
CPT0147400003
Normal
-0.3
CPT0011710004
Tumor
-0.3
CPT0067470004
Normal
-0.3
CPT0011750003
Normal
-0.3
CPT0052170004
Tumor
-0.3
CPT0105680003
Normal
-0.3
CPT0118570003
Tumor
-0.3
CPT0111590003
Normal
-0.3
CPT0067110003
Normal
-0.3
CPT0069370003
Normal
-0.3
CPT0104970003
Tumor
-0.3
CPT0146800003
Normal
-0.3
CPT0114840003
Tumor
-0.3
CPT0013630003
Normal
-0.3
CPT0105550003
Normal
-0.3
CPT0092940003
Normal
-0.3
CPT0118240003
Normal
-0.3
CPT0146780004
Tumor
-0.3
CPT0084170003
Normal
-0.4
CPT0118360003
Normal
-0.4
CPT0090600003
Normal
-0.4
CPT0083420003
Normal
-0.4
CPT0090900004
Normal
-0.4
CPT0001970003
Normal
-0.4
CPT0109710003
Normal
-0.4
CPT0105010004
Normal
-0.4
CPT0090370003
Normal
-0.4
CPT0015420003
Normal
-0.4
CPT0147000003
Normal
-0.4
CPT0147580004
Tumor
-0.4
CPT0148100003
Normal
-0.5
CPT0112080003
Normal
-0.5
CPT0104760003
Normal
-0.5
CPT0105740003
Normal
-0.5
CPT0146600003
Normal
-0.5
CPT0106100003
Normal
-0.5
CPT0001690003
Normal
-0.5
CPT0110860004
Tumor
-0.5
CPT0021490003
Normal
-0.5
CPT0114010003
Normal
-0.6
CPT0089360003
Normal
-0.6
CPT0147600003
Normal
-0.6
CPT0111480003
Normal
-0.6
CPT0068650003
Normal
-0.6
CPT0086320003
Normal
-0.6
CPT0070080003
Normal
-0.7
CPT0051690004
Tumor
-0.7
CPT0082770003
Normal
-0.7
CPT0109720004
Tumor
-0.7
CPT0067770003
Normal
-0.7
CPT0011930003
Normal
-0.8
CPT0079850003
Normal
-0.8
CPT0147380004
Tumor
-0.8
CPT0011910004
Tumor
-1.2
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0197090003
Tumor
1.0
CPT0237690004
Tumor
1.0
CPT0197210003
Tumor
0.9
CPT0197740003
Tumor
0.9
CPT0079050003
Tumor
0.9
CPT0086260003
Tumor
0.8
CPT0221200003
Tumor
0.8
CPT0245780003
Tumor
0.8
CPT0007740003
Tumor
0.7
CPT0237060004
Tumor
0.7
CPT0175260003
Tumor
0.7
CPT0130030003
Tumor
0.7
CPT0245830003
Tumor
0.7
CPT0237970004
Tumor
0.7
CPT0090440003
Tumor
0.6
CPT0209490003
Tumor
0.6
CPT0117720003
Tumor
0.6
CPT0191710003
Tumor
0.6
CPT0208770003
Tumor
0.6
CPT0218280003
Tumor
0.5
CPT0204990003
Tumor
0.5
CPT0089880003
Tumor
0.5
CPT0183250004
Tumor
0.5
CPT0217420003
Tumor
0.5
CPT0175560003
Tumor
0.5
CPT0238110004
Tumor
0.5
CPT0126390003
Tumor
0.5
CPT0234790003
Tumor
0.5
CPT0191860003
Tumor
0.5
CPT0237410004
Tumor
0.4
CPT0023470003
Tumor
0.4
CPT0068280003
Tumor
0.4
CPT0111150004
Tumor
0.4
CPT0104360003
Tumor
0.4
CPT0091050003
Tumor
0.4
CPT0108560003
Tumor
0.4
CPT0126740003
Tumor
0.4
CPT0232670003
Tumor
0.4
CPT0204800003
Tumor
0.4
CPT0010050003
Tumor
0.4
CPT0234560003
Tumor
0.4
CPT0202400004
Normal
0.4
CPT0063480003
Tumor
0.4
CPT0112650003
Tumor
0.3
CPT0126450003
Tumor
0.3
CPT0126670003
Tumor
0.3
CPT0233600003
Tumor
0.3
CPT0186180003
Tumor
0.3
CPT0064040003
Tumor
0.3
CPT0112580003
Tumor
0.3
CPT0126470003
Normal
0.3
CPT0245880003
Tumor
0.3
CPT0126830003
Normal
0.3
CPT0098770003
Tumor
0.3
CPT0104930003
Tumor
0.3
CPT0079100003
Tumor
0.3
CPT0102790003
Tumor
0.3
CPT0091610003
Tumor
0.2
CPT0221650003
Tumor
0.2
CPT0202350004
Tumor
0.2
CPT0234930004
Tumor
0.2
CPT0202530004
Tumor
0.2
CPT0126810003
Tumor
0.2
CPT0236420003
Tumor
0.2
CPT0222730003
Tumor
0.2
CPT0227070003
Normal
0.2
CPT0192540004
Tumor
0.2
CPT0175120003
Tumor
0.2
CPT0010060003
Normal
0.2
CPT0147180004
Tumor
0.2
CPT0105420003
Tumor
0.1
CPT0112540003
Tumor
0.1
CPT0197380003
Normal
0.1
CPT0227400003
Tumor
0.1
CPT0202170003
Tumor
0.1
CPT0202720003
Tumor
0.1
CPT0108600003
Normal
0.1
CPT0091820003
Tumor
0.1
CPT0068320003
Normal
0.1
CPT0083980003
Tumor
0.1
CPT0175270003
Normal
0.1
CPT0197150003
Tumor
0.1
CPT0202020008
Tumor
0.1
CPT0086270003
Normal
0.1
CPT0098800003
Normal
0.1
CPT0227020003
Tumor
0.1
CPT0130270003
Tumor
0.1
CPT0237550004
Tumor
0.1
CPT0241170003
Tumor
0.1
CPT0245790003
Normal
0.1
CPT0233320003
Tumor
0.1
CPT0079110003
Normal
0.1
CPT0195510003
Tumor
0.1
CPT0219360003
Tumor
0.1
CPT0236430003
Normal
0.1
CPT0221220003
Normal
0.0
CPT0209510003
Normal
0.0
CPT0007760003
Normal
0.0
CPT0225380003
Tumor
0.0
CPT0187370003
Tumor
0.0
CPT0197860003
Normal
0.0
CPT0204600003
Tumor
0.0
CPT0063430003
Tumor
0.0
CPT0196810003
Tumor
0.0
CPT0218310003
Normal
0.0
CPT0175390003
Tumor
0.0
CPT0209020004
Tumor
0.0
CPT0147680004
Tumor
0.0
CPT0186210003
Normal
0.0
CPT0223820003
Normal
-0.1
CPT0079060003
Normal
-0.1
CPT0146380004
Tumor
-0.1
CPT0130410003
Tumor
-0.1
CPT0146480004
Tumor
-0.1
CPT0197480003
Tumor
-0.1
CPT0087210003
Normal
-0.1
CPT0223790003
Tumor
-0.1
CPT0233120003
Tumor
-0.1
CPT0207210003
Tumor
-0.1
CPT0146400003
Normal
-0.1
CPT0069900003
Normal
-0.1
CPT0087190003
Tumor
-0.1
CPT0202220004
Normal
-0.1
CPT0001020003
Tumor
-0.1
CPT0130440004
Normal
-0.1
CPT0222740003
Normal
-0.1
CPT0128890003
Tumor
-0.1
CPT0192590004
Normal
-0.1
CPT0023500003
Normal
-0.1
CPT0101130003
Tumor
-0.1
CPT0237200004
Tumor
-0.2
CPT0237710003
Normal
-0.2
CPT0190550003
Tumor
-0.2
CPT0130310003
Normal
-0.2
CPT0245840003
Normal
-0.2
CPT0104950003
Normal
-0.2
CPT0233640003
Normal
-0.2
CPT0191930003
Normal
-0.2
CPT0115830003
Tumor
-0.2
CPT0147700003
Normal
-0.2
CPT0221660003
Normal
-0.2
CPT0063440003
Normal
-0.2
CPT0091620003
Normal
-0.2
CPT0063500003
Normal
-0.2
CPT0136660003
Normal
-0.2
CPT0069890003
Tumor
-0.2
CPT0234820003
Normal
-0.2
CPT0237210003
Normal
-0.2
CPT0237570003
Normal
-0.2
CPT0105430003
Normal
-0.2
CPT0208780003
Normal
-0.2
CPT0123350003
Tumor
-0.2
CPT0112720003
Tumor
-0.2
CPT0112600003
Normal
-0.2
CPT0083990003
Normal
-0.2
CPT0204820003
Normal
-0.3
CPT0175160003
Normal
-0.3
CPT0186140003
Normal
-0.3
CPT0187380003
Normal
-0.3
CPT0233160003
Normal
-0.3
CPT0225470003
Normal
-0.3
CPT0112550003
Normal
-0.3
CPT0091090003
Normal
-0.3
CPT0186130003
Tumor
-0.3
CPT0195520003
Normal
-0.3
CPT0205000003
Normal
-0.3
CPT0238130003
Normal
-0.3
CPT0197520003
Normal
-0.3
CPT0104380003
Normal
-0.3
CPT0191750003
Normal
-0.3
CPT0146500003
Normal
-0.3
CPT0204660003
Normal
-0.3
CPT0117770003
Normal
-0.3
CPT0001030003
Normal
-0.3
CPT0136640003
Tumor
-0.3
CPT0102840003
Normal
-0.3
CPT0232690003
Normal
-0.3
CPT0175410003
Normal
-0.3
CPT0209040003
Normal
-0.3
CPT0112660003
Normal
-0.4
CPT0219390003
Normal
-0.4
CPT0207250003
Normal
-0.4
CPT0234580003
Normal
-0.4
CPT0111000004
Normal
-0.4
CPT0128900003
Normal
-0.4
CPT0183270003
Normal
-0.4
CPT0126400003
Normal
-0.4
CPT0245890003
Normal
-0.4
CPT0217490003
Normal
-0.4
CPT0233330003
Normal
-0.4
CPT0237080003
Normal
-0.4
CPT0227420003
Normal
-0.4
CPT0202580004
Normal
-0.4
CPT0202740003
Normal
-0.4
CPT0237430003
Normal
-0.4
CPT0197170003
Normal
-0.5
CPT0202040003
Normal
-0.5
CPT0196820003
Normal
-0.5
CPT0123370003
Normal
-0.5
CPT0241210003
Normal
-0.5
CPT0237990003
Normal
-0.5
CPT0115860003
Normal
-0.5
CPT0237760003
Tumor
-0.5
CPT0237780003
Normal
-0.5
CPT0197100003
Normal
-0.5
CPT0234950004
Normal
-0.6
CPT0112730003
Normal
-0.6
CPT0126530003
Tumor
-0.7
CPT0130070003
Normal
-0.7
CPT0126760003
Normal
-0.8
CPT0064050003
Normal
-0.9
CPT0147200003
Normal
-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.