We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PKM is validated prognostic, high expression is unfavorable in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
664.4
Number of samples
497
Samples
Sample
Description
TPM
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
2102.3
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
1931.0
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1883.9
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
1827.4
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1709.5
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
1676.7
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
1617.9
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
1617.2
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
1616.4
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
1605.8
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
1584.1
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1530.1
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1511.7
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
1490.3
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1460.9
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
1357.5
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1354.8
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1325.7
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
1314.0
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
1284.9
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
1284.9
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
1283.4
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
1277.9
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
1273.1
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1268.5
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
1256.2
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
1255.3
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1249.2
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
1234.2
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
1228.7
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
1227.0
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
1204.4
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
1196.6
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1195.6
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
1193.4
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
1190.4
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
1176.4
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
1173.9
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
1171.0
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1170.3
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
1169.8
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
1163.1
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
1161.5
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
1141.6
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
1141.1
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1122.9
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
1115.8
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
1114.8
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
1101.6
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
1095.5
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
1091.9
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
1091.7
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
1089.6
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1085.9
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
1069.0
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
1062.7
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
1059.8
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
1053.5
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
1027.7
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1024.7
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
1019.3
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1018.3
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
1012.3
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
1008.8
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
1006.2
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
1002.6
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
1001.7
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
999.5
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
999.1
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
994.9
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
988.9
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
981.3
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
976.6
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
974.9
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
962.8
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
961.1
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
959.9
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
956.7
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
954.7
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
953.7
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
950.6
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
950.1
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
945.3
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
941.2
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
935.9
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
934.6
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
932.5
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
929.8
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
929.6
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
922.6
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
920.9
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
917.9
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
914.2
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
913.3
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
913.0
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
911.9
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
911.7
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
911.7
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
911.4
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
908.2
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
903.7
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
902.2
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
901.9
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
898.6
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
889.3
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
887.1
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
884.6
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
882.9
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
880.8
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
876.5
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
874.6
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
872.6
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
868.5
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
865.1
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
863.6
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
860.0
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
857.7
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
854.8
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
853.0
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
850.0
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
847.1
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
847.0
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
844.4
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
844.3
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
837.5
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
837.3
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
834.9
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
832.9
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
832.6
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
825.4
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
821.5
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
821.4
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
819.2
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
817.1
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
813.3
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
813.3
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
812.5
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
808.9
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
808.3
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
804.3
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
802.9
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
802.2
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
799.0
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
797.8
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
796.1
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
794.5
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
793.7
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
789.7
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
782.9
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
779.9
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
773.5
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
773.3
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
772.3
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
763.9
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
763.1
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
761.7
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
760.6
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
758.7
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
758.4
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
756.3
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
755.6
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
753.6
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
752.7
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
747.0
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
745.0
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
743.6
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
743.5
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
738.7
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
738.4
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
737.4
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
734.2
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
732.3
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
731.3
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
727.2
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
727.1
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
726.0
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
725.8
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
724.6
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
719.6
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
714.1
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
711.9
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
710.3
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
709.2
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
708.0
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
707.5
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
706.0
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
700.3
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
699.8
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
695.4
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
694.9
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
689.1
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
686.1
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
680.6
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
674.6
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
668.7
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
666.1
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
666.1
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
665.1
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
664.6
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
664.4
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
659.8
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
659.5
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
658.1
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
655.5
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
655.4
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
652.8
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
652.1
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
650.3
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
647.3
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
645.4
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
645.3
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
645.2
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
643.0
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
639.2
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
639.2
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
638.9
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
638.6
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
637.0
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
630.9
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
630.2
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
627.8
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
625.5
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
617.9
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
617.1
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
612.7
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
611.3
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
609.3
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
608.7
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
608.2
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
605.2
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
603.5
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
603.4
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
602.9
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
602.0
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
602.0
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
601.3
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
600.3
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
599.4
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
597.6
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
593.5
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
592.9
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
592.8
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
589.7
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
585.8
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
585.7
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
585.4
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
580.5
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
580.2
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
578.9
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
578.6
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
577.0
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
576.1
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
575.3
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
574.9
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
574.1
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
573.9
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
571.4
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
569.9
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
569.8
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
569.7
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
566.7
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
566.0
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
565.0
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
565.0
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
564.0
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
564.0
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
563.7
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
562.4
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
560.5
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
559.9
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
559.0
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
557.5
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
556.1
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
556.1
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
555.3
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
553.1
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
551.5
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
550.7
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
549.7
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
545.6
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
544.3
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
543.8
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
543.4
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
542.8
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
540.7
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
537.0
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
534.4
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
531.5
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
530.4
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
530.1
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
530.1
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
529.2
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
528.9
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
528.6
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
528.3
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
528.3
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
525.1
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
523.6
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
523.4
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
522.5
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
518.6
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
518.3
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
518.1
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
514.1
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
513.2
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
512.5
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
510.6
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
509.3
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
504.5
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
502.9
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
502.3
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
500.3
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
499.5
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
498.8
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
498.7
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
498.3
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
498.0
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
497.4
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
492.8
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
492.8
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
492.8
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
492.7
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
492.4
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
491.8
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
490.3
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
490.2
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
490.2
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
490.0
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
489.8
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
485.9
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
485.6
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
483.0
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
482.9
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
481.5
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
478.9
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
478.4
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
476.0
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
473.9
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
473.1
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
472.9
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
472.1
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
471.5
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
471.3
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
471.3
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
470.5
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
469.8
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
469.3
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
466.9
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
466.3
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
465.4
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
465.2
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
464.8
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
463.5
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
461.8
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
461.5
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
460.3
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
459.7
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
458.9
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
458.6
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
458.0
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
457.7
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
455.0
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
454.6
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
454.3
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
453.0
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
452.2
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
451.7
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
450.2
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
448.1
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
446.6
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
446.3
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
445.0
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
444.9
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
444.2
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
441.4
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
437.8
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
436.2
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
435.4
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
434.3
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
433.6
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
433.4
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
432.7
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
432.5
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
430.6
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
427.9
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
426.9
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
422.0
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
417.9
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
415.7
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
415.4
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
414.2
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
410.5
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
406.5
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
405.8
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
405.6
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
403.7
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
403.3
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
401.7
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
400.0
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
399.1
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
398.6
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
397.8
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
397.0
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
395.6
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
390.8
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
389.2
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
388.7
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
388.4
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
387.2
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
386.6
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
386.1
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
382.2
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
381.7
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
379.8
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
378.8
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
378.4
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
378.3
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
375.2
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
372.9
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
369.5
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
369.4
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
366.1
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
364.7
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
364.6
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
363.5
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
363.3
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
362.2
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
359.2
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
354.6
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
354.3
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
350.9
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
350.7
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
350.1
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
349.1
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
348.2
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
343.0
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
342.7
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
342.4
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
340.8
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
340.0
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
333.9
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
333.4
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
333.0
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
332.0
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
331.3
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
330.7
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
326.8
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
326.3
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
324.8
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
322.8
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
322.5
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
320.7
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
320.6
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
319.5
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
318.9
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
318.1
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
313.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
311.6
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
309.4
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
304.6
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
304.0
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
302.0
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
301.9
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
300.3
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
296.4
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
296.1
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
295.5
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
294.8
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
290.6
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
289.7
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
283.9
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
278.8
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
276.8
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
276.8
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
276.3
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
273.6
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
269.2
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
261.3
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
259.6
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
256.7
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
255.5
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
253.3
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
251.3
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
249.5
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
249.1
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
248.1
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
247.8
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
243.4
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
238.4
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
235.0
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
217.4
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
207.9
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
204.7
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
193.8
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
192.2
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
177.2
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 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.
PKM is validated prognostic, high expression is unfavorable 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
479.1
Number of samples
105
Samples
Sample
Description
TPM
L766
0 years, male, stage:Stage IB, alive, 1793 days
1086.1
L773
0 years, female, stage:Stage IV, dead, 311 days
1026.1
L440
0 years, male, stage:Stage IIB, dead, 651 days
942.8
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
850.6
L504
0 years, female, stage:Stage IA, dead, 1295 days
822.3
L828
0 years, female, stage:Stage IIB, alive, 2222 days
807.8
L462
0 years, male, stage:Stage IIIA, dead, 568 days
788.8
L703
0 years, male, stage:Stage IIA, dead, 1137 days
710.6
L620
0 years, female, stage:Stage IIIA, dead, 338 days
707.8
L688
0 years, male, stage:Stage IIIA, dead, 789 days
687.9
L606
0 years, male, stage:Stage IA, alive, 2336 days
678.5
L749
0 years, female, stage:Stage IIIA, dead, 189 days
667.1
L616
0 years, male, stage:Stage IA, dead, 410 days
666.5
L768
0 years, male, stage:Stage IIIA, dead, 472 days
666.1
L569
0 years, female, stage:Stage IA, alive, 2531 days
663.0
L557
0 years, female, stage:Stage IB, alive, 2580 days
660.9
L871
0 years, male, stage:Stage IB, dead, 873 days
658.5
L867
0 years, female, stage:Stage IIIA, dead, 317 days
648.7
L731
0 years, female, stage:Stage IA, dead, 964 days
642.1
L404
0 years, female, stage:Stage IIA, dead, 2318 days
639.3
L561
0 years, female, stage:Stage IA, alive, 2543 days
632.4
L458
0 years, female, stage:Stage IA, dead, 223 days
626.9
L887
0 years, male, stage:Stage IA, dead, 374 days
619.1
L662
0 years, male, stage:Stage IA, dead, 865 days
604.9
L617
0 years, male, stage:Stage IIIA, dead, 238 days
603.2
L484
0 years, female, stage:Stage IA, alive, 2895 days
600.0
L532
0 years, female, stage:Stage IA, dead, 301 days
584.9
L531
0 years, male, stage:Stage IB, dead, 928 days
584.6
L678
0 years, female, stage:Stage IB, dead, 1114 days
579.1
L613
0 years, male, stage:Stage IIIA, dead, 19 days
573.8
L565
0 years, female, stage:Stage IB, dead, 543 days
571.8
L599
0 years, male, stage:Stage IB, dead, 2083 days
568.6
L738
0 years, female, stage:Stage IB, dead, 1314 days
566.6
L603
0 years, female, stage:Stage IB, dead, 972 days
562.5
L673
0 years, female, stage:Stage IA, dead, 568 days
554.8
L541
0 years, female, stage:Stage IIIA, dead, 915 days
548.5
L778
0 years, female, stage:Stage IA, alive, 1600 days
536.7
L546
0 years, male, stage:Stage IA, dead, 973 days
528.7
L682
0 years, female, stage:Stage IIB, dead, 840 days
526.8
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
526.3
L890
0 years, female, stage:Stage IIB, dead, 1264 days
521.3
L455
0 years, female, stage:Stage IA, alive, 3315 days
503.5
L728
0 years, male, stage:Stage IIB, dead, 1128 days
503.3
L585
0 years, female, stage:Stage IIA, dead, 402 days
500.5
L802
0 years, female, stage:Stage IA, dead, 773 days
499.8
L400
0 years, male, stage:Stage IIA, dead, 1233 days
499.1
L695
0 years, female, stage:Stage IB, dead, 1762 days
491.4
L473
0 years, female, stage:Stage IA, alive, 3021 days
489.3
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
486.7
L689
0 years, male, stage:Stage IA, alive, 1943 days
479.7
L543
0 years, male, stage:Stage IA, alive, 2711 days
472.6
L530
0 years, female, stage:Stage IIA, dead, 308 days
472.1
L446
0 years, female, stage:Stage IIB, dead, 415 days
467.2
L831
0 years, female, stage:Stage IB, alive, 2152 days
466.8
L638
0 years, male, stage:Stage IA, alive, 2076 days
457.5
L873
0 years, female, stage:Stage IA, alive, 1740 days
448.8
L566
0 years, male, stage:Stage IB, alive, 2489 days
448.3
L827
0 years, male, stage:Stage IIB, dead, 1105 days
440.6
L439
0 years, male, stage:Stage IIB, dead, 2773 days
435.4
L605
0 years, female, stage:Stage IA, alive, 2460 days
435.2
L872
0 years, female, stage:Stage IA, alive, 1793 days
427.6
L551
0 years, male, stage:Stage IA, alive, 2924 days
413.3
L593
0 years, male, stage:Stage IA, dead, 2436 days
412.1
L601
0 years, male, stage:Stage IB, dead, 2068 days
409.8
L413
0 years, female, stage:Stage IIIA, dead, 313 days
405.2
L810
0 years, female, stage:Stage IIIA, dead, 625 days
401.2
L663
0 years, female, stage:Stage IB, alive, 2018 days
399.6
L838
0 years, female, stage:Stage IA, dead, 1005 days
396.3
L808
0 years, female, stage:Stage IA, alive, 3001 days
394.3
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
384.8
L683
0 years, female, stage:Stage IIA, dead, 612 days
382.7
L842
0 years, female, stage:Stage IB, alive, 2005 days
381.7
L602
0 years, female, stage:Stage IA, alive, 2277 days
378.6
L865
0 years, female, stage:Stage IIB, alive, 1927 days
370.4
L630
0 years, female, stage:Stage IA, dead, 1733 days
368.6
L832
0 years, female, stage:Stage IA, alive, 2145 days
356.2
L875
0 years, female, stage:Stage IA, alive, 1675 days
347.5
L746
0 years, female, stage:Stage IIIA, dead, 594 days
346.3
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
345.5
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
343.9
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
340.4
L816
0 years, female, stage:Stage IIA, dead, 353 days
326.2
L877
0 years, female, stage:Stage IA, alive, 1599 days
322.7
L607
0 years, male, stage:Stage IB, alive, 2572 days
315.0
L885
0 years, female, stage:Stage IA, alive, 1618 days
314.3
L829
0 years, male, stage:Stage IA, alive, 2173 days
304.6
L493
0 years, female, stage:Stage IIB, alive, 2945 days
302.5
L545
0 years, female, stage:Stage IA, alive, 2874 days
294.9
L735
0 years, female, stage:Stage IA, alive, 1830 days
291.2
L656
0 years, male, stage:Stage IA, alive, 2227 days
285.4
L596
0 years, female, stage:Stage IA, alive, 2319 days
280.5
L826
0 years, female, stage:Stage IV, dead, 935 days
278.4
L626
0 years, female, stage:Stage IA, dead, 1994 days
278.3
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
267.0
L791
0 years, female, stage:Stage IIIA, dead, 368 days
255.0
L710
0 years, female, stage:Stage IIA, alive, 1775 days
244.6
L850
0 years, male, stage:Stage IIIA, dead, 997 days
233.1
L782
0 years, female, stage:Stage IIB, alive, 3371 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PKM 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
1001.4
Number of samples
489
Samples
Sample
Description
TPM
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
3226.6
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
2698.9
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
2626.1
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
2598.0
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
2515.4
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
2387.5
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
2361.6
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
2303.6
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
2233.5
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
2218.8
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
2182.4
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
2166.6
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
2148.0
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
2136.3
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
2119.7
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
2105.2
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
2101.6
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
2100.4
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
2031.3
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
2024.8
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
2013.5
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
2004.6
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
1995.7
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
1992.5
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
1974.6
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
1967.7
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
1946.5
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1944.5
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
1936.8
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1923.7
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1921.5
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
1890.8
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1874.1
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
1869.6
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
1823.0
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
1814.1
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
1793.5
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
1787.4
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
1787.3
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
1772.4
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
1770.7
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
1755.7
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
1700.2
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
1697.6
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
1685.8
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
1684.7
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
1675.2
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
1663.9
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1657.4
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
1655.1
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1649.3
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
1640.7
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
1634.3
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
1627.1
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
1619.4
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
1601.8
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
1599.2
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
1598.2
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
1594.8
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
1591.0
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1575.3
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
1564.7
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1547.8
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
1526.3
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
1523.3
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
1498.8
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
1491.6
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
1486.3
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
1476.1
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1465.5
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
1463.0
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
1442.7
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
1432.8
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
1431.4
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
1412.9
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1411.1
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
1400.5
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
1395.1
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
1386.6
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
1377.8
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1375.0
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
1366.5
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1365.8
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
1364.0
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
1358.7
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
1353.4
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
1353.4
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1346.0
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
1331.3
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
1331.3
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
1331.2
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
1330.2
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
1317.1
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
1312.4
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
1311.8
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
1309.2
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
1302.1
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
1301.7
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
1296.0
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
1292.3
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
1290.5
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
1288.5
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1287.1
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1283.3
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1281.5
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
1278.6
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
1277.7
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
1266.8
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
1266.2
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
1265.1
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
1264.8
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1263.4
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
1257.0
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
1250.1
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
1245.9
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
1243.2
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
1239.5
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
1231.2
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1229.0
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
1227.2
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
1227.1
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
1225.1
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
1223.2
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
1223.2
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
1218.9
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
1217.3
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
1217.2
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
1213.7
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
1212.3
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
1208.7
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1205.4
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
1201.2
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
1194.9
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1187.2
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
1186.5
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
1185.6
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
1184.9
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1180.3
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
1177.7
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
1177.1
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
1176.8
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
1176.1
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
1175.4
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
1173.1
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
1170.5
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
1167.2
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
1166.4
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
1165.0
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
1164.1
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
1161.7
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
1154.6
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
1153.0
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
1152.0
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
1151.0
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
1149.6
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
1138.6
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1136.8
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
1133.9
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
1130.0
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
1129.7
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
1129.0
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
1124.5
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
1121.6
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
1119.8
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
1109.8
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1108.4
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
1106.7
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
1105.9
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
1103.7
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
1095.8
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
1092.5
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1091.6
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
1083.8
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
1081.1
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
1079.1
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
1075.9
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1072.9
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
1071.6
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
1065.9
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
1065.0
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
1060.2
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
1059.3
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
1058.4
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
1057.9
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
1054.9
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
1054.4
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1053.0
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
1050.9
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
1050.6
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
1049.3
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
1043.4
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
1039.2
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
1037.0
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
1026.9
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
1025.3
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
1021.7
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1019.4
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
1017.8
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
1017.4
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1015.7
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1015.4
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
1013.3
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
1013.0
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
1004.7
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
1004.2
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
1000.9
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
1000.9
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
998.2
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
997.0
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
995.6
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
988.9
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
987.0
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
986.2
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
985.4
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
982.7
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
982.1
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
981.6
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
977.8
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
974.9
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
971.7
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
971.7
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
968.3
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
965.2
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
960.6
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
957.1
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
956.2
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
949.7
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
942.6
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
942.6
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
941.0
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
937.5
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
937.0
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
933.9
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
933.8
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
929.1
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
927.9
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
925.2
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
925.0
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
922.0
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
916.9
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
912.6
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
912.2
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
906.6
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
904.2
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
904.1
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
903.0
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
903.0
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
902.3
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
901.8
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
899.7
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
898.9
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
896.0
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
892.2
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
885.8
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
885.1
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
883.1
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
881.7
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
880.4
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
873.9
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
870.7
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
869.5
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
868.7
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
866.7
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
866.4
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
866.0
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
865.7
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
865.4
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
859.6
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
858.3
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
858.2
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
855.0
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
854.1
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
852.6
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
851.4
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
851.3
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
849.9
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
849.9
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
846.7
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
846.4
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
842.1
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
838.0
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
835.3
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
833.2
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
831.0
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
831.0
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
830.6
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
829.0
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
827.3
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
824.7
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
823.0
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
820.5
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
819.0
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
818.6
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
816.5
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
815.5
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
813.9
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
812.8
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
811.0
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
808.6
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
804.9
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
802.4
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
801.4
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
799.6
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
797.8
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
797.4
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
797.2
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
796.2
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
793.8
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
792.3
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
787.7
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
787.4
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
782.4
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
781.1
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
778.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
775.5
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
774.9
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
770.9
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
770.7
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
769.0
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
768.7
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
768.1
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
768.0
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
760.6
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
760.3
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
758.2
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
749.3
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
748.4
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
747.0
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
746.7
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
742.0
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
741.9
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
740.1
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
735.4
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
734.9
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
732.0
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
731.2
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
728.3
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
724.9
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
723.8
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
723.0
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
718.9
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
716.5
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
716.4
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
716.4
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
716.2
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
713.5
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
710.7
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
709.5
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
706.3
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
705.0
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
703.5
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
702.3
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
699.9
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
695.6
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
695.2
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
694.2
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
692.5
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
691.6
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
691.0
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
689.9
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
688.8
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
688.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
685.6
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
683.0
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
675.9
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
674.5
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
671.7
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
667.4
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
662.1
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
661.7
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
661.4
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
661.2
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
660.8
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
659.5
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
657.4
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
656.5
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
656.4
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
650.0
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
649.0
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
648.1
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
647.0
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
643.5
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
642.8
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
637.1
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
637.0
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
633.8
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
626.2
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
624.5
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
624.4
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
624.3
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
624.1
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
622.7
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
622.2
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
619.7
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
617.1
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
616.0
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
615.5
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
615.0
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
614.5
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
612.8
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
610.4
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
605.4
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
597.1
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
591.1
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
590.3
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
589.7
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
587.0
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
582.6
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
580.9
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
579.2
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
577.7
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
577.2
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
577.1
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
574.5
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
574.3
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
569.4
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
567.1
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
560.1
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
560.1
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
559.6
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
554.2
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
552.5
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
550.0
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
544.2
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
537.9
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
536.2
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
533.7
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
529.8
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
529.4
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
529.4
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
525.4
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
515.2
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
512.8
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
506.1
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
504.2
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
500.4
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
495.7
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
494.0
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
491.0
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
489.0
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
488.2
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
478.2
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
477.9
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
476.9
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
473.4
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
472.0
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
468.5
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
465.3
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
463.5
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
461.1
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
457.0
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
456.1
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
455.2
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
452.1
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
451.6
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
446.8
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
438.3
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
436.6
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
423.6
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
410.2
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
398.9
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
395.8
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
393.6
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
392.0
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
391.4
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
390.5
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
382.7
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
376.8
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
367.9
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
361.1
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
357.8
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
356.4
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
354.8
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
353.2
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
343.6
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
339.2
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
326.2
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
324.7
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
299.7
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
285.0
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
284.1
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
273.3
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
244.1
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
238.4
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
237.7
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
213.5
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
207.6
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
199.1
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 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.
PKM 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
662.8
Number of samples
68
Samples
Sample
Description
TPM
L568
0 years, female, stage:Stage IIB, dead, 71 days
1810.2
L470
0 years, female, stage:Stage IB, dead, 1774 days
1344.8
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1232.1
L633
0 years, female, stage:Stage IA, alive, 2102 days
1175.1
L858
0 years, female, stage:Stage IIB, dead, 558 days
1153.0
L644
0 years, male, stage:Stage IA, dead, 282 days
1110.2
L881
0 years, male, stage:Stage IB, alive, 1752 days
1071.8
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
1019.1
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1007.9
L488
0 years, female, stage:Stage IIA, alive, 2993 days
972.8
L818
0 years, male, stage:Stage IB, alive, 2480 days
970.9
L559
0 years, male, stage:Stage IIB, alive, 2615 days
950.1
L744
0 years, male, stage:Stage IA, alive, 1614 days
896.3
L739
0 years, female, stage:Stage IIIA, dead, 352 days
870.8
L864
0 years, female, stage:Stage IA, alive, 2192 days
858.8
L642
0 years, male, stage:Stage IB, dead, 1167 days
853.2
L857
0 years, male, stage:Stage IB, dead, 226 days
811.5
L747
0 years, female, stage:Stage IA, dead, 1112 days
790.7
L820
0 years, female, stage:Stage IA, alive, 2405 days
780.4
L459
0 years, male, stage:Stage IIA, alive, 3181 days
756.0
L886
0 years, male, stage:Stage IB, dead, 1932 days
743.9
L824
0 years, male, stage:Stage IA, dead, 665 days
736.1
L466
0 years, female, stage:Stage IIIA, dead, 412 days
717.2
L529
0 years, female, stage:Stage IA, alive, 2775 days
716.2
L661
0 years, male, stage:Stage IA, dead, 1123 days
713.4
L539
0 years, male, stage:Stage IB, dead, 370 days
686.0
L592
0 years, male, stage:Stage IB, alive, 2368 days
683.1
L483
0 years, male, stage:Stage IB, dead, 77 days
681.6
L712
0 years, male, stage:Stage IA, alive, 1698 days
653.9
L715
0 years, female, stage:Stage IIIA, dead, 150 days
647.5
L586
0 years, male, stage:Stage IIA, dead, 784 days
638.4
L650
0 years, female, stage:Stage IB, dead, 986 days
619.8
L756
0 years, male, stage:Stage IB, alive, 1796 days
617.9
L406
0 years, male, stage:Stage IA, alive, 3057 days
615.2
L563
0 years, female, stage:Stage IIB, dead, 1216 days
614.9
L723
0 years, male, stage:Stage IIA, dead, 433 days
613.7
L852
0 years, male, stage:Stage IB, dead, 700 days
580.6
L856
0 years, male, stage:Stage IA, dead, 1465 days
578.3
L685
0 years, female, stage:Stage IIB, alive, 1944 days
571.9
L736
0 years, male, stage:Stage IA, dead, 1195 days
564.7
L767
0 years, male, stage:Stage IA, alive, 1718 days
539.8
L572
0 years, male, stage:Stage IA, alive, 2532 days
534.5
L652
0 years, male, stage:Stage IA, dead, 5 days
531.7
L604
0 years, male, stage:Stage IIA, dead, 286 days
519.0
L655
0 years, male, stage:Stage IIA, dead, 1603 days
516.1
L472
0 years, male, stage:Stage IB, dead, 423 days
512.1
L420
0 years, female, stage:Stage IIB, dead, 295 days
501.3
L444
0 years, female, stage:Stage IIB, alive, 3337 days
499.3
L788
0 years, female, stage:Stage IA, alive, 3385 days
492.5
L854
0 years, female, stage:Stage IB, alive, 2256 days
480.8
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
452.3
L442
0 years, female, stage:Stage IB, dead, 2433 days
440.2
L447
0 years, male, stage:Stage IIB, alive, 3203 days
425.6
L755
0 years, male, stage:Stage IIA, dead, 227 days
421.7
L608
0 years, male, stage:Stage IA, alive, 2350 days
417.5
L457
0 years, female, stage:Stage IIA, alive, 2901 days
416.8
L860
0 years, male, stage:Stage IA, alive, 2056 days
395.7
L719
0 years, male, stage:Stage IB, alive, 1615 days
380.8
L658
0 years, female, stage:Stage IIB, alive, 2083 days
378.4
L760
0 years, male, stage:Stage IIA, alive, 1895 days
359.2
L490
0 years, male, stage:Stage IA, dead, 716 days
338.6
L496
0 years, male, stage:Stage IB, alive, 2761 days
338.4
L468
0 years, male, stage:Stage IB, alive, 3004 days
328.0
L456
0 years, male, stage:Stage IIA, dead, 1660 days
320.7
L753
0 years, male, stage:Stage IIA, alive, 1705 days
317.6
L464
0 years, male, stage:Stage IB, dead, 1935 days
291.4
L884
0 years, male, stage:Stage IIA, alive, 1627 days
279.6
L758
0 years, male, stage:Stage IA, dead, 1562 days
214.2
Show allShow less
LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0109740004
Tumor
0.8
CPT0011710004
Tumor
0.7
CPT0069360003
Tumor
0.7
CPT0066780003
Tumor
0.7
CPT0146880004
Tumor
0.6
CPT0113210003
Tumor
0.6
CPT0001380003
Tumor
0.6
CPT0067940003
Tumor
0.6
CPT0051690004
Tumor
0.5
CPT0102450003
Tumor
0.5
CPT0067450003
Tumor
0.5
CPT0090340003
Tumor
0.4
CPT0090700003
Tumor
0.4
CPT0084140003
Tumor
0.4
CPT0098130003
Tumor
0.4
CPT0118200003
Tumor
0.4
CPT0092530003
Tumor
0.3
CPT0106110003
Tumor
0.3
CPT0086310003
Tumor
0.3
CPT0147580004
Tumor
0.3
CPT0052940004
Tumor
0.3
CPT0090860003
Tumor
0.3
CPT0082850004
Tumor
0.3
CPT0147080004
Tumor
0.3
CPT0118340003
Tumor
0.3
CPT0083780003
Tumor
0.3
CPT0067070003
Tumor
0.3
CPT0082740004
Tumor
0.3
CPT0146780004
Tumor
0.3
CPT0147980004
Tumor
0.3
CPT0105060003
Tumor
0.3
CPT0068100003
Tumor
0.3
CPT0118160003
Tumor
0.3
CPT0001060010
Tumor
0.2
CPT0114840003
Tumor
0.2
CPT0105940003
Tumor
0.2
CPT0118620003
Tumor
0.2
CPT0118810003
Tumor
0.2
CPT0021450003
Tumor
0.2
CPT0105710003
Tumor
0.2
CPT0148180004
Tumor
0.2
CPT0090900004
Normal
0.2
CPT0068800003
Tumor
0.2
CPT0023310003
Tumor
0.2
CPT0105230003
Tumor
0.2
CPT0113990003
Tumor
0.1
CPT0104630003
Tumor
0.1
CPT0118570003
Tumor
0.1
CPT0063730003
Tumor
0.1
CPT0011750003
Normal
0.1
CPT0091860003
Tumor
0.1
CPT0013600003
Tumor
0.1
CPT0053040004
Tumor
0.1
CPT0001960003
Tumor
0.1
CPT0008450003
Tumor
0.1
CPT0092240003
Tumor
0.1
CPT0013880003
Tumor
0.1
CPT0097580003
Tumor
0.1
CPT0148280004
Tumor
0.0
CPT0070080003
Normal
0.0
CPT0079830003
Tumor
0.0
CPT0146980004
Tumor
0.0
CPT0014860003
Tumor
0.0
CPT0067290003
Normal
0.0
CPT0147380004
Tumor
0.0
CPT0052170004
Tumor
0.0
CPT0067250003
Tumor
0.0
CPT0070060003
Tumor
0.0
CPT0063810003
Tumor
0.0
CPT0086750003
Tumor
0.0
CPT0105330003
Tumor
0.0
CPT0117970003
Tumor
0.0
CPT0147880004
Tumor
0.0
CPT0118880003
Tumor
0.0
CPT0110980004
Tumor
0.0
CPT0001660013
Tumor
0.0
CPT0066930003
Normal
0.0
CPT0105510003
Tumor
0.0
CPT0147400003
Normal
-0.1
CPT0066890003
Tumor
-0.1
CPT0079850003
Normal
-0.1
CPT0069520003
Tumor
-0.1
CPT0090170004
Tumor
-0.1
CPT0091240003
Tumor
-0.1
CPT0114660004
Tumor
-0.1
CPT0118010003
Normal
-0.1
CPT0066810003
Normal
-0.1
CPT0083140003
Normal
-0.1
CPT0083810003
Normal
-0.1
CPT0001070003
Normal
-0.1
CPT0067950003
Normal
-0.1
CPT0112060003
Tumor
-0.1
CPT0091260003
Normal
-0.1
CPT0111300003
Tumor
-0.1
CPT0000920017
Tumor
-0.1
CPT0067620003
Tumor
-0.1
CPT0105270003
Tumor
-0.1
CPT0067470004
Normal
-0.1
CPT0014260003
Tumor
-0.1
CPT0001800013
Tumor
-0.1
CPT0090720003
Normal
-0.1
CPT0104970003
Tumor
-0.1
CPT0105680003
Normal
-0.1
CPT0105610003
Normal
-0.1
CPT0105370004
Normal
-0.1
CPT0013910003
Normal
-0.1
CPT0147000003
Normal
-0.1
CPT0090370003
Normal
-0.1
CPT0148000003
Normal
-0.1
CPT0001970003
Normal
-0.1
CPT0082890003
Normal
-0.1
CPT0097600003
Normal
-0.1
CPT0105980003
Normal
-0.1
CPT0092250003
Normal
-0.1
CPT0109760003
Normal
-0.1
CPT0105600003
Tumor
-0.1
CPT0063750003
Normal
-0.1
CPT0109850003
Normal
-0.1
CPT0112080003
Normal
-0.2
CPT0148100003
Normal
-0.2
CPT0105740003
Normal
-0.2
CPT0082770003
Normal
-0.2
CPT0125810003
Tumor
-0.2
CPT0067110003
Normal
-0.2
CPT0148200003
Normal
-0.2
CPT0014930003
Normal
-0.2
CPT0118650003
Normal
-0.2
CPT0147500003
Normal
-0.2
CPT0001580009
Tumor
-0.2
CPT0068610003
Tumor
-0.2
CPT0105630003
Tumor
-0.2
CPT0109830004
Tumor
-0.2
CPT0001390003
Normal
-0.2
CPT0068830003
Normal
-0.2
CPT0086320003
Normal
-0.2
CPT0091870003
Normal
-0.2
CPT0109680004
Tumor
-0.2
CPT0105010004
Normal
-0.2
CPT0105190003
Normal
-0.2
CPT0114880003
Normal
-0.2
CPT0118180003
Normal
-0.2
CPT0011910004
Tumor
-0.2
CPT0069370003
Normal
-0.2
CPT0106100003
Normal
-0.2
CPT0105550003
Normal
-0.2
CPT0001690003
Normal
-0.2
CPT0104760003
Normal
-0.2
CPT0084170003
Normal
-0.2
CPT0090200003
Normal
-0.2
CPT0069720003
Normal
-0.2
CPT0023320003
Normal
-0.2
CPT0011930003
Normal
-0.2
CPT0118890003
Normal
-0.2
CPT0147480004
Tumor
-0.2
CPT0105250003
Normal
-0.2
CPT0109710003
Normal
-0.2
CPT0015410003
Tumor
-0.2
CPT0118360003
Normal
-0.2
CPT0146800003
Normal
-0.2
CPT0069700003
Tumor
-0.2
CPT0068650003
Normal
-0.2
CPT0089360003
Normal
-0.2
CPT0148300003
Normal
-0.2
CPT0104650003
Normal
-0.2
CPT0147600003
Normal
-0.2
CPT0069550003
Normal
-0.2
CPT0146680004
Tumor
-0.2
CPT0089340003
Tumor
-0.2
CPT0118240003
Normal
-0.2
CPT0083420003
Normal
-0.2
CPT0067770003
Normal
-0.2
CPT0104750003
Tumor
-0.2
CPT0090570004
Tumor
-0.2
CPT0125830003
Normal
-0.2
CPT0113220003
Normal
-0.2
CPT0000930003
Normal
-0.3
CPT0013630003
Normal
-0.3
CPT0147900003
Normal
-0.3
CPT0083100003
Tumor
-0.3
CPT0109720004
Tumor
-0.3
CPT0092930003
Tumor
-0.3
CPT0118830003
Normal
-0.3
CPT0111590003
Normal
-0.3
CPT0118600003
Normal
-0.3
CPT0086770003
Normal
-0.3
CPT0110890003
Normal
-0.3
CPT0111480003
Normal
-0.3
CPT0090600003
Normal
-0.3
CPT0014290003
Normal
-0.3
CPT0102480003
Normal
-0.3
CPT0146700003
Normal
-0.3
CPT0147100003
Normal
-0.3
CPT0015420003
Normal
-0.3
CPT0110860004
Tumor
-0.3
CPT0068130003
Normal
-0.3
CPT0063840003
Normal
-0.3
CPT0001590003
Normal
-0.3
CPT0008420003
Normal
-0.3
CPT0062810003
Normal
-0.3
CPT0109700003
Normal
-0.3
CPT0115090003
Normal
-0.3
CPT0092940003
Normal
-0.3
CPT0055100004
Tumor
-0.3
CPT0114010003
Normal
-0.3
CPT0021490003
Normal
-0.4
CPT0083390004
Tumor
-0.4
CPT0001810003
Normal
-0.4
CPT0114690003
Normal
-0.4
CPT0146600003
Normal
-0.4
CPT0008410003
Tumor
-0.4
CPT0115070003
Tumor
-0.4
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0126670003
Tumor
1.2
CPT0202020008
Tumor
0.8
CPT0191860003
Tumor
0.7
CPT0204990003
Tumor
0.7
CPT0126450003
Tumor
0.7
CPT0204800003
Tumor
0.7
CPT0208770003
Tumor
0.7
CPT0209020004
Tumor
0.6
CPT0104930003
Tumor
0.6
CPT0197150003
Tumor
0.6
CPT0112650003
Tumor
0.5
CPT0090440003
Tumor
0.5
CPT0126740003
Tumor
0.5
CPT0238110004
Tumor
0.5
CPT0115830003
Tumor
0.5
CPT0104360003
Tumor
0.5
CPT0117720003
Tumor
0.5
CPT0126830003
Normal
0.5
CPT0237970004
Tumor
0.4
CPT0001020003
Tumor
0.4
CPT0197210003
Tumor
0.4
CPT0204600003
Tumor
0.4
CPT0147180004
Tumor
0.4
CPT0136640003
Tumor
0.4
CPT0091610003
Tumor
0.4
CPT0237060004
Tumor
0.4
CPT0130270003
Tumor
0.4
CPT0023470003
Tumor
0.4
CPT0146380004
Tumor
0.4
CPT0063430003
Tumor
0.4
CPT0007740003
Tumor
0.4
CPT0112720003
Tumor
0.3
CPT0091820003
Tumor
0.3
CPT0234560003
Tumor
0.3
CPT0245830003
Tumor
0.3
CPT0112540003
Tumor
0.3
CPT0130410003
Tumor
0.3
CPT0126390003
Tumor
0.3
CPT0202530004
Tumor
0.3
CPT0217420003
Tumor
0.3
CPT0197090003
Tumor
0.3
CPT0186180003
Tumor
0.3
CPT0186130003
Tumor
0.2
CPT0126810003
Tumor
0.2
CPT0196810003
Tumor
0.2
CPT0245780003
Tumor
0.2
CPT0091050003
Tumor
0.2
CPT0175390003
Tumor
0.2
CPT0089880003
Tumor
0.2
CPT0130030003
Tumor
0.2
CPT0112580003
Tumor
0.2
CPT0223790003
Tumor
0.2
CPT0063480003
Tumor
0.1
CPT0209490003
Tumor
0.1
CPT0175560003
Tumor
0.1
CPT0136660003
Normal
0.1
CPT0086260003
Tumor
0.1
CPT0202350004
Tumor
0.1
CPT0010050003
Tumor
0.1
CPT0197740003
Tumor
0.1
CPT0098770003
Tumor
0.1
CPT0233120003
Tumor
0.0
CPT0237550004
Tumor
0.0
CPT0234930004
Tumor
0.0
CPT0069900003
Normal
0.0
CPT0068280003
Tumor
0.0
CPT0221650003
Tumor
0.0
CPT0197480003
Tumor
0.0
CPT0187370003
Tumor
0.0
CPT0236420003
Tumor
0.0
CPT0218280003
Tumor
0.0
CPT0233600003
Tumor
0.0
CPT0237690004
Tumor
0.0
CPT0219360003
Tumor
0.0
CPT0091620003
Normal
0.0
CPT0108560003
Tumor
0.0
CPT0079050003
Tumor
0.0
CPT0083980003
Tumor
0.0
CPT0223820003
Normal
0.0
CPT0117770003
Normal
0.0
CPT0105430003
Normal
0.0
CPT0111150004
Tumor
0.0
CPT0175410003
Normal
0.0
CPT0115860003
Normal
0.0
CPT0204820003
Normal
0.0
CPT0205000003
Normal
0.0
CPT0191930003
Normal
0.0
CPT0237410004
Tumor
0.0
CPT0192540004
Tumor
-0.1
CPT0202170003
Tumor
-0.1
CPT0183250004
Tumor
-0.1
CPT0175120003
Tumor
-0.1
CPT0191710003
Tumor
-0.1
CPT0222740003
Normal
-0.1
CPT0245790003
Normal
-0.1
CPT0197380003
Normal
-0.1
CPT0007760003
Normal
-0.1
CPT0232670003
Tumor
-0.1
CPT0130440004
Normal
-0.1
CPT0102790003
Tumor
-0.1
CPT0241170003
Tumor
-0.1
CPT0192590004
Normal
-0.1
CPT0237570003
Normal
-0.1
CPT0146480004
Tumor
-0.1
CPT0222730003
Tumor
-0.1
CPT0175260003
Tumor
-0.1
CPT0112600003
Normal
-0.1
CPT0233320003
Tumor
-0.1
CPT0130310003
Normal
-0.1
CPT0069890003
Tumor
-0.1
CPT0221200003
Tumor
-0.1
CPT0001030003
Normal
-0.1
CPT0237200004
Tumor
-0.1
CPT0202220004
Normal
-0.2
CPT0123370003
Normal
-0.2
CPT0098800003
Normal
-0.2
CPT0123350003
Tumor
-0.2
CPT0207210003
Tumor
-0.2
CPT0146400003
Normal
-0.2
CPT0197100003
Normal
-0.2
CPT0234580003
Normal
-0.2
CPT0225470003
Normal
-0.2
CPT0221660003
Normal
-0.2
CPT0130070003
Normal
-0.2
CPT0197520003
Normal
-0.2
CPT0147700003
Normal
-0.2
CPT0245880003
Tumor
-0.2
CPT0068320003
Normal
-0.2
CPT0202400004
Normal
-0.2
CPT0233160003
Normal
-0.2
CPT0234820003
Normal
-0.2
CPT0237780003
Normal
-0.2
CPT0175270003
Normal
-0.2
CPT0091090003
Normal
-0.2
CPT0221220003
Normal
-0.2
CPT0083990003
Normal
-0.2
CPT0183270003
Normal
-0.2
CPT0126470003
Normal
-0.2
CPT0227420003
Normal
-0.2
CPT0063500003
Normal
-0.2
CPT0202720003
Tumor
-0.2
CPT0010060003
Normal
-0.2
CPT0112550003
Normal
-0.2
CPT0104380003
Normal
-0.2
CPT0186210003
Normal
-0.2
CPT0147200003
Normal
-0.2
CPT0202040003
Normal
-0.2
CPT0126760003
Normal
-0.2
CPT0063440003
Normal
-0.2
CPT0104950003
Normal
-0.2
CPT0217490003
Normal
-0.2
CPT0195520003
Normal
-0.2
CPT0237760003
Tumor
-0.2
CPT0079110003
Normal
-0.2
CPT0202740003
Normal
-0.2
CPT0245840003
Normal
-0.2
CPT0236430003
Normal
-0.2
CPT0086270003
Normal
-0.3
CPT0237710003
Normal
-0.3
CPT0245890003
Normal
-0.3
CPT0186140003
Normal
-0.3
CPT0196820003
Normal
-0.3
CPT0112730003
Normal
-0.3
CPT0204660003
Normal
-0.3
CPT0197860003
Normal
-0.3
CPT0112660003
Normal
-0.3
CPT0237990003
Normal
-0.3
CPT0234950004
Normal
-0.3
CPT0079060003
Normal
-0.3
CPT0023500003
Normal
-0.3
CPT0227400003
Tumor
-0.3
CPT0218310003
Normal
-0.3
CPT0234790003
Tumor
-0.3
CPT0111000004
Normal
-0.3
CPT0087210003
Normal
-0.3
CPT0238130003
Normal
-0.3
CPT0202580004
Normal
-0.3
CPT0079100003
Tumor
-0.3
CPT0209510003
Normal
-0.3
CPT0233330003
Normal
-0.3
CPT0108600003
Normal
-0.3
CPT0232690003
Normal
-0.3
CPT0147680004
Tumor
-0.3
CPT0233640003
Normal
-0.3
CPT0175160003
Normal
-0.3
CPT0102840003
Normal
-0.3
CPT0197170003
Normal
-0.3
CPT0227070003
Normal
-0.3
CPT0190550003
Tumor
-0.3
CPT0241210003
Normal
-0.3
CPT0128890003
Tumor
-0.3
CPT0208780003
Normal
-0.3
CPT0237080003
Normal
-0.3
CPT0146500003
Normal
-0.3
CPT0105420003
Tumor
-0.3
CPT0126530003
Tumor
-0.4
CPT0195510003
Tumor
-0.4
CPT0237210003
Normal
-0.4
CPT0064050003
Normal
-0.4
CPT0237430003
Normal
-0.4
CPT0219390003
Normal
-0.4
CPT0191750003
Normal
-0.4
CPT0087190003
Tumor
-0.4
CPT0209040003
Normal
-0.4
CPT0064040003
Tumor
-0.4
CPT0207250003
Normal
-0.4
CPT0126400003
Normal
-0.4
CPT0101130003
Tumor
-0.4
CPT0227020003
Tumor
-0.4
CPT0187380003
Normal
-0.4
CPT0128900003
Normal
-0.5
CPT0225380003
Tumor
-0.6
Show allShow less
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.