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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GNAS is not prognostic in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1013.6
Number of samples
497
Samples
Sample
Description
TPM
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
8426.3
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
4423.1
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
4028.6
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
3785.6
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
3423.4
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
3174.6
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
2869.3
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
2736.2
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
2587.7
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
2576.6
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
2569.7
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
2480.8
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
2476.5
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
2338.4
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
2330.4
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
2326.9
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
2314.2
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
2300.2
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
2297.0
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
2225.9
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
2150.2
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
2135.8
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
2062.0
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
2060.7
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
2045.9
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
1997.0
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1900.7
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
1886.1
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
1885.4
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
1848.4
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
1815.3
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
1802.6
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
1800.4
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1783.4
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1779.4
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
1758.7
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1737.1
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1722.0
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
1698.2
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
1682.2
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1675.9
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
1646.3
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
1634.5
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
1620.2
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
1619.2
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
1614.0
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
1613.9
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1607.5
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
1584.0
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
1580.6
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
1548.4
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
1538.9
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1531.8
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
1504.1
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
1467.8
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
1464.5
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
1463.0
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
1452.6
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
1446.1
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
1436.7
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
1432.9
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
1429.0
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
1425.5
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
1421.8
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
1419.3
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
1415.9
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1389.9
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
1379.8
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
1368.0
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
1365.8
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1361.3
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
1360.9
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
1357.2
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
1356.8
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
1348.3
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1343.7
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
1320.0
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
1306.1
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
1305.6
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1305.0
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
1303.7
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
1300.8
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
1297.4
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
1289.7
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
1289.3
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1288.5
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
1284.5
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1276.2
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
1260.7
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
1255.3
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
1250.5
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
1247.1
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
1244.7
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
1234.1
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
1234.0
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
1233.8
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
1232.3
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
1230.0
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
1223.3
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
1219.1
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1215.0
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1203.3
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
1201.4
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
1201.2
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
1198.6
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
1198.2
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1193.4
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1189.6
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
1181.6
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
1179.4
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
1175.9
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1172.2
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
1169.4
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
1169.4
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1165.6
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
1160.3
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
1157.1
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
1155.2
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
1154.1
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
1153.7
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
1151.8
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1151.0
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
1148.5
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
1144.3
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1143.1
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
1141.5
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
1136.7
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
1134.7
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
1132.0
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
1130.8
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
1127.8
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
1123.4
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
1121.5
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
1120.4
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
1116.7
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
1113.0
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
1103.8
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
1100.5
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
1099.6
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
1096.9
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
1087.7
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
1084.8
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
1081.9
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
1081.1
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
1080.0
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
1078.5
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1076.8
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1071.6
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1070.5
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
1069.4
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1065.5
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
1064.6
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
1062.0
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
1062.0
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
1060.9
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
1060.4
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
1059.6
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
1059.2
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
1057.6
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
1056.1
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
1055.2
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1054.1
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
1053.8
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
1052.0
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
1051.4
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
1050.6
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
1048.7
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
1048.4
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
1047.9
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
1046.1
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
1044.4
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
1044.1
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1042.8
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
1041.2
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1040.0
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
1039.9
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
1038.0
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
1035.3
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
1034.4
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
1033.1
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1030.8
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
1028.1
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
1027.5
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
1026.2
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
1018.6
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
1016.6
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
1013.4
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
1009.3
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
1009.3
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
1005.4
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1004.5
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
1003.4
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
1001.0
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
1000.1
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
995.0
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
993.0
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
987.7
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
986.2
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
984.7
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
984.2
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
976.6
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
966.9
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
962.0
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
959.4
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
956.5
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
954.2
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
950.1
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
948.9
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
947.2
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
945.0
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
942.9
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
942.2
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
941.6
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
939.8
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
939.7
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
938.3
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
934.8
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
932.9
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
930.1
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
928.7
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
925.1
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
923.5
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
919.9
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
918.3
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
915.4
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
915.3
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
913.4
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
910.8
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
908.8
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
908.5
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
907.9
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
907.6
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
907.4
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
907.0
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
905.0
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
904.3
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
903.4
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
903.2
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
902.0
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
901.6
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
900.7
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
898.0
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
897.8
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
896.4
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
894.6
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
894.4
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
893.9
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
892.4
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
890.6
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
889.8
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
887.7
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
886.4
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
884.9
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
884.6
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
884.4
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
879.3
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
879.0
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
877.7
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
876.4
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
875.2
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
872.7
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
866.5
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
865.2
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
864.0
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
862.9
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
862.5
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
862.2
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
862.2
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
861.6
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
860.9
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
856.1
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
855.3
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
850.3
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
847.8
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
845.1
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
844.5
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
844.2
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
843.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
841.3
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
840.7
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
840.1
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
837.8
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
837.2
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
835.6
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
834.9
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
834.8
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
828.8
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
825.8
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
825.1
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
822.1
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
818.6
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
818.0
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
817.9
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
816.6
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
815.9
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
813.6
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
811.0
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
809.9
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
807.6
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
805.2
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
804.0
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
801.6
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
799.1
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
798.0
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
797.0
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
796.9
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
794.6
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
792.9
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
791.7
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
788.7
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
785.9
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
785.9
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
784.5
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
784.1
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
784.0
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
782.6
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
781.3
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
780.3
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
778.6
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
777.5
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
775.9
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
771.5
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
770.0
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
769.3
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
767.4
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
765.9
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
764.3
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
760.9
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
760.6
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
756.6
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
756.2
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
756.1
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
755.9
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
754.1
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
753.4
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
751.2
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
749.8
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
748.5
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
745.5
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
743.2
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
739.1
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
738.7
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
735.2
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
735.0
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
734.7
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
733.1
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
731.9
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
731.7
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
727.2
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
724.9
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
721.1
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
720.9
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
720.8
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
719.9
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
718.7
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
717.9
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
715.8
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
713.5
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
713.3
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
712.5
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
712.2
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
711.8
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
711.3
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
711.3
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
706.4
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
705.9
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
703.7
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
703.2
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
702.1
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
701.8
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
699.7
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
699.0
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
697.5
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
696.2
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
695.0
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
691.7
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
690.6
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
689.7
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
689.7
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
689.2
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
687.9
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
685.4
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
684.2
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
683.9
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
678.9
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
678.3
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
677.3
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
676.5
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
676.0
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
674.7
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
671.0
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
665.6
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
664.1
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
663.6
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
663.2
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
658.6
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
658.1
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
657.3
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
657.1
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
656.6
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
654.7
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
652.0
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
647.8
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
642.8
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
642.8
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
642.7
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
642.6
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
641.7
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
641.6
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
640.3
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
640.0
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
634.3
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
633.4
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
631.9
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
627.8
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
625.7
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
625.5
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
625.5
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
618.3
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
616.0
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
612.7
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
612.4
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
610.6
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
607.9
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
606.9
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
604.9
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
603.9
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
602.8
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
602.2
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
601.6
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
600.6
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
600.2
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
596.9
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
594.5
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
585.7
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
584.6
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
579.8
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
576.4
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
575.1
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
571.0
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
564.8
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
560.9
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
560.9
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
556.3
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
554.8
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
551.8
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
550.4
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
548.0
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
545.8
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
544.2
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
541.8
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
536.9
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
536.1
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
534.5
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
530.7
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
528.2
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
526.7
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
521.3
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
517.2
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
516.9
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
509.2
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
509.2
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
504.4
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
502.5
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
492.1
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
486.3
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
481.9
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
477.7
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
476.5
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
469.5
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
467.3
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
465.3
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
464.5
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
453.5
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
452.8
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
449.7
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
448.2
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
448.2
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
447.6
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
443.8
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
442.9
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
436.1
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
429.6
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
426.7
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
422.6
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
409.0
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
361.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
360.8
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
359.2
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
350.6
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
350.4
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
315.5
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
291.0
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
289.1
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
267.3
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 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.
GNAS is potential 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
860.9
Number of samples
105
Samples
Sample
Description
TPM
L541
0 years, female, stage:Stage IIIA, dead, 915 days
1929.2
L865
0 years, female, stage:Stage IIB, alive, 1927 days
1919.3
L569
0 years, female, stage:Stage IA, alive, 2531 days
1799.3
L504
0 years, female, stage:Stage IA, dead, 1295 days
1728.2
L738
0 years, female, stage:Stage IB, dead, 1314 days
1718.5
L802
0 years, female, stage:Stage IA, dead, 773 days
1697.0
L890
0 years, female, stage:Stage IIB, dead, 1264 days
1526.4
L530
0 years, female, stage:Stage IIA, dead, 308 days
1511.4
L546
0 years, male, stage:Stage IA, dead, 973 days
1273.7
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
1245.1
L810
0 years, female, stage:Stage IIIA, dead, 625 days
1233.7
L749
0 years, female, stage:Stage IIIA, dead, 189 days
1230.6
L400
0 years, male, stage:Stage IIA, dead, 1233 days
1195.7
L566
0 years, male, stage:Stage IB, alive, 2489 days
1189.2
L620
0 years, female, stage:Stage IIIA, dead, 338 days
1179.0
L616
0 years, male, stage:Stage IA, dead, 410 days
1168.5
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
1042.2
L413
0 years, female, stage:Stage IIIA, dead, 313 days
1033.5
L689
0 years, male, stage:Stage IA, alive, 1943 days
1025.5
L678
0 years, female, stage:Stage IB, dead, 1114 days
1023.9
L773
0 years, female, stage:Stage IV, dead, 311 days
1007.4
L703
0 years, male, stage:Stage IIA, dead, 1137 days
974.5
L879
0 years, male, stage:Stage IV, dead, 873 days
966.2
L605
0 years, female, stage:Stage IA, alive, 2460 days
964.6
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
954.9
L871
0 years, male, stage:Stage IB, dead, 873 days
947.4
L826
0 years, female, stage:Stage IV, dead, 935 days
947.2
L440
0 years, male, stage:Stage IIB, dead, 651 days
945.8
L543
0 years, male, stage:Stage IA, alive, 2711 days
939.7
L728
0 years, male, stage:Stage IIB, dead, 1128 days
937.3
L885
0 years, female, stage:Stage IA, alive, 1618 days
933.0
L682
0 years, female, stage:Stage IIB, dead, 840 days
932.1
L626
0 years, female, stage:Stage IA, dead, 1994 days
930.1
L531
0 years, male, stage:Stage IB, dead, 928 days
927.4
L828
0 years, female, stage:Stage IIB, alive, 2222 days
917.7
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
912.3
L832
0 years, female, stage:Stage IA, alive, 2145 days
907.7
L872
0 years, female, stage:Stage IA, alive, 1793 days
891.4
L695
0 years, female, stage:Stage IB, dead, 1762 days
890.9
L731
0 years, female, stage:Stage IA, dead, 964 days
885.9
L446
0 years, female, stage:Stage IIB, dead, 415 days
878.1
L663
0 years, female, stage:Stage IB, alive, 2018 days
875.5
L827
0 years, male, stage:Stage IIB, dead, 1105 days
865.0
L766
0 years, male, stage:Stage IB, alive, 1793 days
861.1
L596
0 years, female, stage:Stage IA, alive, 2319 days
860.4
L768
0 years, male, stage:Stage IIIA, dead, 472 days
858.1
L662
0 years, male, stage:Stage IA, dead, 865 days
843.2
L551
0 years, male, stage:Stage IA, alive, 2924 days
831.3
L404
0 years, female, stage:Stage IIA, dead, 2318 days
828.5
L867
0 years, female, stage:Stage IIIA, dead, 317 days
827.4
L875
0 years, female, stage:Stage IA, alive, 1675 days
823.3
L778
0 years, female, stage:Stage IA, alive, 1600 days
815.3
L613
0 years, male, stage:Stage IIIA, dead, 19 days
805.9
L565
0 years, female, stage:Stage IB, dead, 543 days
784.1
L683
0 years, female, stage:Stage IIA, dead, 612 days
777.0
L816
0 years, female, stage:Stage IIA, dead, 353 days
769.8
L607
0 years, male, stage:Stage IB, alive, 2572 days
768.8
L808
0 years, female, stage:Stage IA, alive, 3001 days
756.1
L673
0 years, female, stage:Stage IA, dead, 568 days
751.0
L561
0 years, female, stage:Stage IA, alive, 2543 days
750.7
L877
0 years, female, stage:Stage IA, alive, 1599 days
748.4
L439
0 years, male, stage:Stage IIB, dead, 2773 days
741.9
L688
0 years, male, stage:Stage IIIA, dead, 789 days
736.6
L735
0 years, female, stage:Stage IA, alive, 1830 days
728.2
L462
0 years, male, stage:Stage IIIA, dead, 568 days
727.2
L458
0 years, female, stage:Stage IA, dead, 223 days
724.1
L656
0 years, male, stage:Stage IA, alive, 2227 days
723.1
L800
0 years, female, stage:Stage IA, dead, 2417 days
714.0
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
710.7
L557
0 years, female, stage:Stage IB, alive, 2580 days
710.1
L606
0 years, male, stage:Stage IA, alive, 2336 days
706.0
L455
0 years, female, stage:Stage IA, alive, 3315 days
701.8
L617
0 years, male, stage:Stage IIIA, dead, 238 days
701.2
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
700.1
L829
0 years, male, stage:Stage IA, alive, 2173 days
695.0
L532
0 years, female, stage:Stage IA, dead, 301 days
671.4
L493
0 years, female, stage:Stage IIB, alive, 2945 days
671.0
L842
0 years, female, stage:Stage IB, alive, 2005 days
667.0
L593
0 years, male, stage:Stage IA, dead, 2436 days
659.9
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
642.6
L746
0 years, female, stage:Stage IIIA, dead, 594 days
639.1
L473
0 years, female, stage:Stage IA, alive, 3021 days
630.3
L585
0 years, female, stage:Stage IIA, dead, 402 days
629.7
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
625.5
L873
0 years, female, stage:Stage IA, alive, 1740 days
623.9
L791
0 years, female, stage:Stage IIIA, dead, 368 days
622.7
L638
0 years, male, stage:Stage IA, alive, 2076 days
622.5
L484
0 years, female, stage:Stage IA, alive, 2895 days
610.4
L601
0 years, male, stage:Stage IB, dead, 2068 days
603.5
L603
0 years, female, stage:Stage IB, dead, 972 days
603.4
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
593.3
L782
0 years, female, stage:Stage IIB, alive, 3371 days
576.3
L887
0 years, male, stage:Stage IA, dead, 374 days
570.7
L851
0 years, male, stage:Stage IB, dead, 1315 days
554.8
L831
0 years, female, stage:Stage IB, alive, 2152 days
541.0
L630
0 years, female, stage:Stage IA, dead, 1733 days
537.5
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
516.9
L602
0 years, female, stage:Stage IA, alive, 2277 days
499.4
L838
0 years, female, stage:Stage IA, dead, 1005 days
493.0
L880
0 years, female, stage:Stage IA, alive, 1767 days
488.9
L545
0 years, female, stage:Stage IA, alive, 2874 days
451.2
L850
0 years, male, stage:Stage IIIA, dead, 997 days
450.7
L725
0 years, female, stage:Stage IA, alive, 1830 days
439.4
L599
0 years, male, stage:Stage IB, dead, 2083 days
391.8
L710
0 years, female, stage:Stage IIA, alive, 1775 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GNAS 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
1097.8
Number of samples
489
Samples
Sample
Description
TPM
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
5279.1
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
3252.3
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
3048.1
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
2815.8
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
2783.2
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
2737.6
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
2732.5
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
2713.1
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
2648.8
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
2645.1
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
2627.5
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
2617.7
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
2564.9
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
2511.1
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
2309.9
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
2275.2
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
2246.7
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
2244.8
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
2238.1
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
2160.6
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
2152.2
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
2140.3
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
2109.9
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
2074.4
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
2066.2
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
2059.8
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
2001.7
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
1980.2
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
1978.4
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
1974.8
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
1959.4
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
1936.5
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1929.1
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
1909.4
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
1906.3
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
1892.4
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
1861.0
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
1860.8
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
1855.8
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
1818.0
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
1792.9
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
1790.9
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1786.3
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1772.8
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
1768.6
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
1760.7
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
1752.4
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
1729.3
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
1725.1
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
1719.8
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1715.2
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1709.1
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
1702.8
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
1688.5
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
1685.5
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
1676.9
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
1676.6
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
1672.5
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
1671.0
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1653.9
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
1649.4
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
1647.6
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
1645.9
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
1645.4
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
1641.7
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
1630.4
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
1623.5
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
1623.1
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
1622.6
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
1622.5
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
1615.9
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1585.9
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
1585.3
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1578.7
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
1553.7
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
1543.5
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
1539.7
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
1535.2
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1534.4
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
1531.5
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
1518.5
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
1506.5
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
1495.2
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
1489.2
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
1488.3
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
1486.3
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
1483.7
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
1478.7
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
1458.4
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1456.6
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
1456.2
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
1456.1
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1440.8
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
1430.7
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
1429.2
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
1424.2
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1424.0
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
1421.6
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
1413.0
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
1407.6
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
1406.5
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
1398.9
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
1397.3
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1395.0
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1394.9
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
1380.7
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1376.1
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
1373.3
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
1372.1
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
1366.6
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
1365.1
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
1361.1
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1358.1
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
1345.6
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
1343.7
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
1343.4
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
1341.9
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
1337.6
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
1334.9
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
1334.0
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
1333.7
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
1328.7
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
1326.2
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
1325.2
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
1317.0
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
1314.0
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
1308.0
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
1308.0
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
1304.7
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
1302.4
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
1299.7
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1294.9
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
1294.4
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
1288.5
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1287.8
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1287.4
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
1285.8
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
1285.5
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1282.1
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
1280.5
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
1279.3
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
1279.2
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
1278.3
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
1276.1
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
1271.4
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
1269.5
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
1268.7
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
1250.2
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
1246.4
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1246.1
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
1243.1
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
1235.0
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
1234.7
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
1232.3
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
1223.8
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
1223.8
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
1223.6
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
1217.2
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
1212.7
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
1212.5
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
1209.3
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
1208.4
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1207.7
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
1203.0
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
1196.9
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
1193.6
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
1190.8
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
1183.5
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
1182.8
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
1181.8
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
1179.8
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
1176.7
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
1169.1
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
1168.8
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
1165.9
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
1163.8
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1163.4
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
1162.0
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
1159.5
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
1154.8
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
1151.5
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1149.8
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
1149.0
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
1147.6
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
1139.4
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1137.5
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
1134.2
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1132.3
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
1131.9
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1130.3
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
1128.1
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
1127.8
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
1127.0
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
1124.3
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
1110.5
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
1108.6
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
1108.2
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
1106.9
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
1100.2
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
1098.4
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
1097.5
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
1092.5
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
1090.2
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
1087.9
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
1086.8
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
1084.4
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
1083.8
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
1081.2
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1068.0
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
1067.9
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
1067.9
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
1067.7
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
1065.9
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
1062.4
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
1061.5
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
1058.5
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
1058.1
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
1057.9
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1052.9
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
1051.8
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
1045.1
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1042.9
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
1042.7
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
1038.7
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
1034.9
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
1033.3
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1032.9
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
1032.1
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1028.7
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
1026.8
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
1023.5
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
1023.4
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
1022.4
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
1021.0
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
1009.7
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
1003.8
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
1002.9
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
996.5
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
996.5
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
996.4
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
995.4
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
994.5
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
991.1
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
990.3
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
988.9
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
987.2
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
986.6
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
983.0
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
978.0
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
973.8
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
973.3
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
971.9
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
967.8
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
967.8
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
959.6
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
957.1
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
951.5
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
949.1
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
949.1
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
948.9
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
944.2
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
941.0
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
939.7
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
939.3
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
938.7
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
937.2
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
933.0
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
932.7
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
930.3
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
929.0
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
927.2
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
926.6
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
924.2
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
921.0
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
918.8
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
916.4
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
916.3
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
915.0
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
914.2
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
901.1
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
900.6
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
898.1
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
896.9
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
895.0
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
893.9
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
891.4
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
891.4
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
889.4
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
888.3
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
888.2
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
886.9
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
886.1
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
884.0
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
884.0
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
882.7
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
879.5
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
876.7
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
876.6
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
876.2
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
876.0
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
873.3
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
870.5
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
868.2
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
868.0
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
867.5
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
866.6
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
865.4
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
864.0
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
863.6
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
861.8
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
861.7
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
859.7
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
859.3
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
856.1
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
854.2
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
853.1
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
852.5
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
848.0
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
843.3
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
835.5
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
834.6
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
833.9
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
832.9
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
831.4
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
831.3
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
829.6
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
827.8
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
827.0
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
826.2
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
826.0
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
824.1
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
822.6
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
820.9
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
816.6
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
815.6
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
815.5
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
813.4
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
808.4
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
806.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
801.7
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
794.5
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
792.2
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
788.6
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
788.5
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
787.0
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
782.2
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
781.4
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
780.9
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
780.1
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
779.4
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
778.8
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
777.1
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
777.0
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
776.8
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
772.0
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
766.7
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
766.6
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
763.4
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
761.9
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
759.2
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
758.5
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
758.1
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
755.4
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
753.3
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
746.9
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
744.2
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
744.1
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
741.9
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
734.2
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
731.6
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
731.4
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
730.6
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
729.7
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
729.3
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
727.4
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
726.4
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
718.3
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
715.9
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
714.8
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
712.7
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
712.4
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
711.5
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
704.9
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
704.3
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
703.0
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
703.0
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
700.0
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
698.5
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
693.7
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
693.3
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
684.7
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
682.0
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
681.1
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
679.8
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
679.6
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
679.5
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
671.9
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
670.7
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
668.7
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
664.4
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
660.4
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
660.3
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
656.3
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
656.2
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
655.0
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
651.5
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
651.2
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
650.8
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
650.0
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
649.8
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
649.8
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
644.1
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
642.8
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
640.2
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
638.0
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
637.6
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
635.5
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
635.2
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
626.5
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
626.3
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
616.2
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
615.1
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
611.9
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
611.3
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
610.1
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
607.7
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
606.5
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
601.3
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
594.0
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
590.9
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
589.4
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
583.7
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
582.2
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
576.9
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
576.4
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
570.2
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
563.9
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
561.4
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
560.1
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
557.5
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
557.5
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
553.0
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
549.5
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
548.9
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
548.3
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
544.8
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
540.7
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
538.7
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
537.5
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
535.8
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
532.7
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
531.1
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
528.0
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
527.6
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
520.8
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
519.0
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
517.9
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
517.5
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
513.2
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
511.6
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
510.2
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
505.1
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
500.9
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
494.2
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
489.4
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
486.3
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
485.5
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
485.3
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
482.8
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
475.9
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
462.7
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
460.2
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
455.8
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
449.4
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
447.5
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
445.2
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
443.7
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
438.7
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
432.0
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
414.6
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
411.1
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
401.0
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
373.0
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
304.0
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
301.3
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
288.5
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
273.9
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
237.9
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 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.
GNAS 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
902.8
Number of samples
68
Samples
Sample
Description
TPM
L447
0 years, male, stage:Stage IIB, alive, 3203 days
3120.4
L685
0 years, female, stage:Stage IIB, alive, 1944 days
2650.9
L559
0 years, male, stage:Stage IIB, alive, 2615 days
1644.5
L539
0 years, male, stage:Stage IB, dead, 370 days
1422.9
L744
0 years, male, stage:Stage IA, alive, 1614 days
1281.0
L881
0 years, male, stage:Stage IB, alive, 1752 days
1263.5
L459
0 years, male, stage:Stage IIA, alive, 3181 days
1250.4
L820
0 years, female, stage:Stage IA, alive, 2405 days
1189.2
L661
0 years, male, stage:Stage IA, dead, 1123 days
1176.6
L739
0 years, female, stage:Stage IIIA, dead, 352 days
1165.2
L586
0 years, male, stage:Stage IIA, dead, 784 days
1142.3
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1133.7
L788
0 years, female, stage:Stage IA, alive, 3385 days
1090.6
L464
0 years, male, stage:Stage IB, dead, 1935 days
1067.0
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1022.7
L747
0 years, female, stage:Stage IA, dead, 1112 days
1017.4
L860
0 years, male, stage:Stage IA, alive, 2056 days
1014.8
L818
0 years, male, stage:Stage IB, alive, 2480 days
999.9
L719
0 years, male, stage:Stage IB, alive, 1615 days
995.8
L406
0 years, male, stage:Stage IA, alive, 3057 days
988.6
L854
0 years, female, stage:Stage IB, alive, 2256 days
980.0
L604
0 years, male, stage:Stage IIA, dead, 286 days
955.3
L496
0 years, male, stage:Stage IB, alive, 2761 days
945.3
L444
0 years, female, stage:Stage IIB, alive, 3337 days
934.8
L756
0 years, male, stage:Stage IB, alive, 1796 days
922.9
L483
0 years, male, stage:Stage IB, dead, 77 days
920.0
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
902.4
L712
0 years, male, stage:Stage IA, alive, 1698 days
896.0
L466
0 years, female, stage:Stage IIIA, dead, 412 days
874.1
L824
0 years, male, stage:Stage IA, dead, 665 days
867.0
L886
0 years, male, stage:Stage IB, dead, 1932 days
853.6
L470
0 years, female, stage:Stage IB, dead, 1774 days
849.7
L420
0 years, female, stage:Stage IIB, dead, 295 days
845.8
L753
0 years, male, stage:Stage IIA, alive, 1705 days
829.8
L723
0 years, male, stage:Stage IIA, dead, 433 days
824.6
L488
0 years, female, stage:Stage IIA, alive, 2993 days
813.7
L633
0 years, female, stage:Stage IA, alive, 2102 days
811.4
L592
0 years, male, stage:Stage IB, alive, 2368 days
798.1
L652
0 years, male, stage:Stage IA, dead, 5 days
794.6
L608
0 years, male, stage:Stage IA, alive, 2350 days
788.0
L472
0 years, male, stage:Stage IB, dead, 423 days
785.0
L858
0 years, female, stage:Stage IIB, dead, 558 days
783.4
L650
0 years, female, stage:Stage IB, dead, 986 days
765.4
L442
0 years, female, stage:Stage IB, dead, 2433 days
749.9
L457
0 years, female, stage:Stage IIA, alive, 2901 days
737.4
L856
0 years, male, stage:Stage IA, dead, 1465 days
720.1
L755
0 years, male, stage:Stage IIA, dead, 227 days
698.1
L864
0 years, female, stage:Stage IA, alive, 2192 days
693.5
L857
0 years, male, stage:Stage IB, dead, 226 days
671.6
L715
0 years, female, stage:Stage IIIA, dead, 150 days
670.7
L468
0 years, male, stage:Stage IB, alive, 3004 days
654.3
L736
0 years, male, stage:Stage IA, dead, 1195 days
639.2
L642
0 years, male, stage:Stage IB, dead, 1167 days
638.5
L767
0 years, male, stage:Stage IA, alive, 1718 days
631.9
L852
0 years, male, stage:Stage IB, dead, 700 days
614.8
L655
0 years, male, stage:Stage IIA, dead, 1603 days
612.6
L568
0 years, female, stage:Stage IIB, dead, 71 days
589.8
L644
0 years, male, stage:Stage IA, dead, 282 days
578.7
L884
0 years, male, stage:Stage IIA, alive, 1627 days
566.9
L760
0 years, male, stage:Stage IIA, alive, 1895 days
551.7
L534
0 years, male, stage:Stage IIA, alive, 2693 days
548.6
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
523.8
L529
0 years, female, stage:Stage IA, alive, 2775 days
522.7
L456
0 years, male, stage:Stage IIA, dead, 1660 days
519.2
L758
0 years, male, stage:Stage IA, dead, 1562 days
512.9
L572
0 years, male, stage:Stage IA, alive, 2532 days
511.5
L490
0 years, male, stage:Stage IA, dead, 716 days
510.7
L658
0 years, female, stage:Stage IIB, alive, 2083 days
349.2
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0105330003
Tumor
0.7
CPT0118600003
Normal
0.5
CPT0069370003
Normal
0.5
CPT0109710003
Normal
0.5
CPT0112080003
Normal
0.5
CPT0148200003
Normal
0.5
CPT0083420003
Normal
0.5
CPT0147000003
Normal
0.5
CPT0118890003
Normal
0.4
CPT0114010003
Normal
0.4
CPT0102480003
Normal
0.4
CPT0147500003
Normal
0.4
CPT0068650003
Normal
0.4
CPT0097600003
Normal
0.4
CPT0111480003
Normal
0.4
CPT0147600003
Normal
0.4
CPT0067770003
Normal
0.4
CPT0118830003
Normal
0.4
CPT0069550003
Normal
0.4
CPT0013910003
Normal
0.4
CPT0069520003
Tumor
0.4
CPT0063840003
Normal
0.4
CPT0148100003
Normal
0.4
CPT0118180003
Normal
0.4
CPT0105230003
Tumor
0.4
CPT0148000003
Normal
0.4
CPT0110890003
Normal
0.4
CPT0118650003
Normal
0.4
CPT0000930003
Normal
0.3
CPT0001810003
Normal
0.3
CPT0118240003
Normal
0.3
CPT0090720003
Normal
0.3
CPT0067950003
Normal
0.3
CPT0105250003
Normal
0.3
CPT0109850003
Normal
0.3
CPT0148300003
Normal
0.3
CPT0114690003
Normal
0.3
CPT0125830003
Normal
0.3
CPT0068830003
Normal
0.3
CPT0089360003
Normal
0.3
CPT0118360003
Normal
0.3
CPT0109700003
Normal
0.3
CPT0063750003
Normal
0.3
CPT0146600003
Normal
0.3
CPT0111590003
Normal
0.3
CPT0067110003
Normal
0.3
CPT0111300003
Tumor
0.3
CPT0068130003
Normal
0.3
CPT0115090003
Normal
0.3
CPT0013630003
Normal
0.3
CPT0092930003
Tumor
0.3
CPT0105010004
Normal
0.3
CPT0086320003
Normal
0.3
CPT0092940003
Normal
0.3
CPT0062810003
Normal
0.3
CPT0109760003
Normal
0.3
CPT0147900003
Normal
0.3
CPT0090370003
Normal
0.3
CPT0082890003
Normal
0.3
CPT0069720003
Normal
0.3
CPT0066810003
Normal
0.2
CPT0105680003
Normal
0.2
CPT0113210003
Tumor
0.2
CPT0015420003
Normal
0.2
CPT0105610003
Normal
0.2
CPT0086770003
Normal
0.2
CPT0014290003
Normal
0.2
CPT0067290003
Normal
0.2
CPT0067470004
Normal
0.2
CPT0083810003
Normal
0.2
CPT0014930003
Normal
0.2
CPT0113220003
Normal
0.2
CPT0105190003
Normal
0.2
CPT0104760003
Normal
0.2
CPT0090600003
Normal
0.2
CPT0146700003
Normal
0.2
CPT0084170003
Normal
0.2
CPT0146800003
Normal
0.2
CPT0110980004
Tumor
0.2
CPT0021490003
Normal
0.2
CPT0066930003
Normal
0.2
CPT0013880003
Tumor
0.2
CPT0110860004
Tumor
0.2
CPT0147400003
Normal
0.2
CPT0105980003
Normal
0.2
CPT0104650003
Normal
0.2
CPT0091870003
Normal
0.2
CPT0090860003
Tumor
0.2
CPT0114880003
Normal
0.2
CPT0091260003
Normal
0.2
CPT0001970003
Normal
0.2
CPT0001590003
Normal
0.2
CPT0092240003
Tumor
0.2
CPT0147100003
Normal
0.2
CPT0106100003
Normal
0.2
CPT0070080003
Normal
0.2
CPT0008420003
Normal
0.2
CPT0105550003
Normal
0.1
CPT0147380004
Tumor
0.1
CPT0079830003
Tumor
0.1
CPT0063810003
Tumor
0.1
CPT0105740003
Normal
0.1
CPT0109740004
Tumor
0.1
CPT0104970003
Tumor
0.1
CPT0067940003
Tumor
0.1
CPT0112060003
Tumor
0.1
CPT0001390003
Normal
0.1
CPT0079850003
Normal
0.1
CPT0125810003
Tumor
0.1
CPT0118010003
Normal
0.1
CPT0066780003
Tumor
0.1
CPT0053040004
Tumor
0.1
CPT0118810003
Tumor
0.1
CPT0001580009
Tumor
0.1
CPT0090200003
Normal
0.1
CPT0092250003
Normal
0.1
CPT0090900004
Normal
0.1
CPT0001690003
Normal
0.1
CPT0083140003
Normal
0.1
CPT0105370004
Normal
0.1
CPT0104750003
Tumor
0.1
CPT0001380003
Tumor
0.1
CPT0091860003
Tumor
0.1
CPT0083100003
Tumor
0.1
CPT0068610003
Tumor
0.1
CPT0023320003
Normal
0.1
CPT0147080004
Tumor
0.0
CPT0118880003
Tumor
0.0
CPT0001060010
Tumor
0.0
CPT0011930003
Normal
0.0
CPT0105940003
Tumor
0.0
CPT0086310003
Tumor
0.0
CPT0013600003
Tumor
0.0
CPT0001800013
Tumor
0.0
CPT0082770003
Normal
0.0
CPT0066890003
Tumor
0.0
CPT0148180004
Tumor
0.0
CPT0105600003
Tumor
0.0
CPT0014860003
Tumor
0.0
CPT0086750003
Tumor
0.0
CPT0021450003
Tumor
-0.1
CPT0083390004
Tumor
-0.1
CPT0001960003
Tumor
-0.1
CPT0105510003
Tumor
-0.1
CPT0146880004
Tumor
-0.1
CPT0069360003
Tumor
-0.1
CPT0147980004
Tumor
-0.1
CPT0109720004
Tumor
-0.1
CPT0118570003
Tumor
-0.1
CPT0114840003
Tumor
-0.1
CPT0008410003
Tumor
-0.1
CPT0109830004
Tumor
-0.1
CPT0011710004
Tumor
-0.1
CPT0104630003
Tumor
-0.1
CPT0146980004
Tumor
-0.1
CPT0082740004
Tumor
-0.1
CPT0148280004
Tumor
-0.1
CPT0063730003
Tumor
-0.1
CPT0067250003
Tumor
-0.1
CPT0146780004
Tumor
-0.1
CPT0090170004
Tumor
-0.1
CPT0014260003
Tumor
-0.1
CPT0106110003
Tumor
-0.1
CPT0069700003
Tumor
-0.1
CPT0098130003
Tumor
-0.1
CPT0055100004
Tumor
-0.1
CPT0118160003
Tumor
-0.1
CPT0070060003
Tumor
-0.2
CPT0089340003
Tumor
-0.2
CPT0097580003
Tumor
-0.2
CPT0118340003
Tumor
-0.2
CPT0114660004
Tumor
-0.2
CPT0102450003
Tumor
-0.2
CPT0008450003
Tumor
-0.2
CPT0023310003
Tumor
-0.2
CPT0001070003
Normal
-0.2
CPT0052940004
Tumor
-0.2
CPT0109680004
Tumor
-0.2
CPT0090700003
Tumor
-0.2
CPT0067070003
Tumor
-0.2
CPT0084140003
Tumor
-0.2
CPT0067620003
Tumor
-0.2
CPT0011750003
Normal
-0.2
CPT0067450003
Tumor
-0.2
CPT0015410003
Tumor
-0.2
CPT0105710003
Tumor
-0.2
CPT0113990003
Tumor
-0.2
CPT0115070003
Tumor
-0.2
CPT0092530003
Tumor
-0.2
CPT0117970003
Tumor
-0.3
CPT0147880004
Tumor
-0.3
CPT0051690004
Tumor
-0.3
CPT0118200003
Tumor
-0.3
CPT0001660013
Tumor
-0.3
CPT0105060003
Tumor
-0.3
CPT0091240003
Tumor
-0.3
CPT0090340003
Tumor
-0.3
CPT0068800003
Tumor
-0.3
CPT0083780003
Tumor
-0.3
CPT0147480004
Tumor
-0.3
CPT0052170004
Tumor
-0.4
CPT0068100003
Tumor
-0.4
CPT0000920017
Tumor
-0.4
CPT0090570004
Tumor
-0.4
CPT0147580004
Tumor
-0.4
CPT0082850004
Tumor
-0.5
CPT0105630003
Tumor
-0.5
CPT0146680004
Tumor
-0.5
CPT0118620003
Tumor
-0.6
CPT0105270003
Tumor
-0.7
CPT0011910004
Tumor
-0.8
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
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LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0227020003
Tumor
0.6
CPT0105430003
Normal
0.6
CPT0147200003
Normal
0.5
CPT0209040003
Normal
0.5
CPT0130310003
Normal
0.4
CPT0237080003
Normal
0.4
CPT0219390003
Normal
0.4
CPT0108600003
Normal
0.4
CPT0234950004
Normal
0.4
CPT0001030003
Normal
0.4
CPT0237780003
Normal
0.4
CPT0204660003
Normal
0.4
CPT0128890003
Tumor
0.4
CPT0111000004
Normal
0.4
CPT0237710003
Normal
0.4
CPT0237430003
Normal
0.4
CPT0241210003
Normal
0.4
CPT0202040003
Normal
0.4
CPT0217490003
Normal
0.4
CPT0192590004
Normal
0.4
CPT0146500003
Normal
0.4
CPT0083990003
Normal
0.4
CPT0233640003
Normal
0.4
CPT0191750003
Normal
0.3
CPT0112660003
Normal
0.3
CPT0087210003
Normal
0.3
CPT0187380003
Normal
0.3
CPT0197860003
Normal
0.3
CPT0091090003
Normal
0.3
CPT0225470003
Normal
0.3
CPT0197100003
Normal
0.3
CPT0202740003
Normal
0.3
CPT0079110003
Normal
0.3
CPT0117770003
Normal
0.3
CPT0245780003
Tumor
0.3
CPT0237990003
Normal
0.3
CPT0128900003
Normal
0.3
CPT0234820003
Normal
0.3
CPT0104360003
Tumor
0.3
CPT0175160003
Normal
0.3
CPT0183270003
Normal
0.3
CPT0136660003
Normal
0.3
CPT0227070003
Normal
0.3
CPT0233320003
Tumor
0.3
CPT0221650003
Tumor
0.3
CPT0245840003
Normal
0.3
CPT0079060003
Normal
0.3
CPT0232690003
Normal
0.3
CPT0146400003
Normal
0.3
CPT0112730003
Normal
0.3
CPT0233160003
Normal
0.2
CPT0147700003
Normal
0.2
CPT0130070003
Normal
0.2
CPT0238130003
Normal
0.2
CPT0111150004
Tumor
0.2
CPT0023500003
Normal
0.2
CPT0086270003
Normal
0.2
CPT0237550004
Tumor
0.2
CPT0221660003
Normal
0.2
CPT0209510003
Normal
0.2
CPT0196820003
Normal
0.2
CPT0126760003
Normal
0.2
CPT0234580003
Normal
0.2
CPT0068320003
Normal
0.2
CPT0197170003
Normal
0.2
CPT0204820003
Normal
0.2
CPT0245890003
Normal
0.2
CPT0112550003
Normal
0.2
CPT0063440003
Normal
0.2
CPT0197520003
Normal
0.2
CPT0241170003
Tumor
0.2
CPT0130440004
Normal
0.2
CPT0112540003
Tumor
0.2
CPT0202220004
Normal
0.2
CPT0233330003
Normal
0.2
CPT0064050003
Normal
0.2
CPT0204990003
Tumor
0.2
CPT0202720003
Tumor
0.2
CPT0237060004
Tumor
0.2
CPT0010050003
Tumor
0.2
CPT0223790003
Tumor
0.2
CPT0202020008
Tumor
0.2
CPT0245790003
Normal
0.2
CPT0069900003
Normal
0.2
CPT0079050003
Tumor
0.1
CPT0236430003
Normal
0.1
CPT0222740003
Normal
0.1
CPT0186210003
Normal
0.1
CPT0186140003
Normal
0.1
CPT0197210003
Tumor
0.1
CPT0104950003
Normal
0.1
CPT0126400003
Normal
0.1
CPT0237210003
Normal
0.1
CPT0104380003
Normal
0.1
CPT0007760003
Normal
0.1
CPT0175410003
Normal
0.1
CPT0227420003
Normal
0.1
CPT0207250003
Normal
0.1
CPT0187370003
Tumor
0.1
CPT0236420003
Tumor
0.1
CPT0202580004
Normal
0.1
CPT0186130003
Tumor
0.1
CPT0232670003
Tumor
0.1
CPT0091050003
Tumor
0.1
CPT0112650003
Tumor
0.1
CPT0010060003
Normal
0.1
CPT0208780003
Normal
0.1
CPT0112720003
Tumor
0.1
CPT0102840003
Normal
0.1
CPT0238110004
Tumor
0.1
CPT0175270003
Normal
0.1
CPT0205000003
Normal
0.1
CPT0221220003
Normal
0.1
CPT0091620003
Normal
0.1
CPT0091610003
Tumor
0.1
CPT0126830003
Normal
0.1
CPT0102790003
Tumor
0.0
CPT0186180003
Tumor
0.0
CPT0175260003
Tumor
0.0
CPT0237690004
Tumor
0.0
CPT0191860003
Tumor
0.0
CPT0115860003
Normal
0.0
CPT0237570003
Normal
0.0
CPT0195520003
Normal
0.0
CPT0197090003
Tumor
0.0
CPT0197380003
Normal
0.0
CPT0218310003
Normal
0.0
CPT0112600003
Normal
0.0
CPT0175560003
Tumor
0.0
CPT0123370003
Normal
0.0
CPT0126810003
Tumor
0.0
CPT0063500003
Normal
0.0
CPT0126470003
Normal
0.0
CPT0197740003
Tumor
0.0
CPT0175390003
Tumor
0.0
CPT0197480003
Tumor
0.0
CPT0202530004
Tumor
0.0
CPT0245880003
Tumor
0.0
CPT0204800003
Tumor
0.0
CPT0202400004
Normal
0.0
CPT0112580003
Tumor
0.0
CPT0191930003
Normal
0.0
CPT0237970004
Tumor
0.0
CPT0089880003
Tumor
0.0
CPT0117720003
Tumor
0.0
CPT0223820003
Normal
0.0
CPT0123350003
Tumor
0.0
CPT0098800003
Normal
-0.1
CPT0191710003
Tumor
-0.1
CPT0001020003
Tumor
-0.1
CPT0086260003
Tumor
-0.1
CPT0091820003
Tumor
-0.1
CPT0108560003
Tumor
-0.1
CPT0227400003
Tumor
-0.1
CPT0218280003
Tumor
-0.1
CPT0196810003
Tumor
-0.1
CPT0126450003
Tumor
-0.1
CPT0064040003
Tumor
-0.1
CPT0105420003
Tumor
-0.1
CPT0087190003
Tumor
-0.1
CPT0208770003
Tumor
-0.1
CPT0183250004
Tumor
-0.1
CPT0126530003
Tumor
-0.1
CPT0233600003
Tumor
-0.1
CPT0197150003
Tumor
-0.1
CPT0090440003
Tumor
-0.1
CPT0130270003
Tumor
-0.1
CPT0202170003
Tumor
-0.1
CPT0130030003
Tumor
-0.1
CPT0204600003
Tumor
-0.1
CPT0115830003
Tumor
-0.1
CPT0126740003
Tumor
-0.1
CPT0136640003
Tumor
-0.1
CPT0237760003
Tumor
-0.2
CPT0104930003
Tumor
-0.2
CPT0245830003
Tumor
-0.2
CPT0234560003
Tumor
-0.2
CPT0234930004
Tumor
-0.2
CPT0023470003
Tumor
-0.2
CPT0079100003
Tumor
-0.2
CPT0221200003
Tumor
-0.2
CPT0233120003
Tumor
-0.2
CPT0209490003
Tumor
-0.2
CPT0063430003
Tumor
-0.2
CPT0202350004
Tumor
-0.2
CPT0126390003
Tumor
-0.2
CPT0195510003
Tumor
-0.3
CPT0234790003
Tumor
-0.3
CPT0147180004
Tumor
-0.3
CPT0007740003
Tumor
-0.3
CPT0237410004
Tumor
-0.3
CPT0098770003
Tumor
-0.3
CPT0069890003
Tumor
-0.3
CPT0217420003
Tumor
-0.3
CPT0219360003
Tumor
-0.3
CPT0175120003
Tumor
-0.3
CPT0207210003
Tumor
-0.3
CPT0063480003
Tumor
-0.3
CPT0190550003
Tumor
-0.3
CPT0192540004
Tumor
-0.3
CPT0101130003
Tumor
-0.3
CPT0130410003
Tumor
-0.3
CPT0083980003
Tumor
-0.4
CPT0225380003
Tumor
-0.4
CPT0068280003
Tumor
-0.4
CPT0147680004
Tumor
-0.5
CPT0237200004
Tumor
-0.5
CPT0146480004
Tumor
-0.5
CPT0126670003
Tumor
-0.5
CPT0209020004
Tumor
-0.6
CPT0146380004
Tumor
-0.6
CPT0222730003
Tumor
-0.7
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LUNG CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.