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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.
TIMP1 is validated prognostic, high expression is unfavorable in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
902.2
Number of samples
497
Samples
Sample
Description
TPM
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
4288.1
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
4226.7
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
3641.4
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
3554.1
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
3269.4
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
3105.8
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
2994.1
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
2819.2
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
2808.8
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
2705.2
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
2528.0
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
2396.1
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
2312.7
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
2288.3
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
2204.0
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
2185.9
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
2181.1
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
2130.0
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
2123.6
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
2053.1
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
2017.8
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
2013.2
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
2005.2
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
1865.2
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
1855.8
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1838.8
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
1831.3
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1830.8
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1802.9
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
1776.4
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
1757.5
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
1721.2
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1719.7
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
1708.6
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1687.2
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
1668.9
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
1663.1
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
1662.6
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
1662.4
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1657.6
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
1639.5
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1637.1
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
1620.2
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1617.7
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
1613.2
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
1601.6
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
1589.4
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
1581.0
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1565.2
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1553.1
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
1536.7
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
1527.3
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
1523.8
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
1520.2
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
1515.1
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
1500.1
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
1499.9
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1488.2
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
1471.1
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
1456.9
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
1445.9
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
1439.9
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
1418.9
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
1405.2
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1405.2
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
1395.4
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
1387.6
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
1368.6
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
1367.4
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
1362.3
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
1348.4
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1343.7
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
1335.9
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
1330.2
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
1327.6
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1317.3
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
1316.3
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
1316.0
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
1311.1
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
1301.0
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
1300.8
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
1292.1
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1291.9
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1291.6
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1291.3
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
1284.9
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
1284.6
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
1279.2
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
1259.1
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
1257.2
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1253.7
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
1248.2
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
1247.1
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
1240.0
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
1239.2
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
1227.7
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
1226.4
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
1224.0
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
1218.8
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
1207.3
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
1199.1
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1196.2
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
1194.3
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
1191.0
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
1176.3
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1168.2
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
1163.4
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
1162.6
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
1157.9
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
1151.8
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
1140.6
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
1137.7
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
1129.1
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
1123.4
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
1122.1
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
1121.5
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
1113.7
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
1110.7
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
1099.3
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
1096.7
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
1093.3
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1081.2
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1080.2
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
1077.8
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
1077.6
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
1076.5
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
1068.5
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
1067.0
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1062.9
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
1062.5
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
1057.3
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
1055.9
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1052.0
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
1045.6
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
1039.8
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1039.2
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
1035.3
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
1031.4
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
1029.0
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
1025.1
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
1023.8
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
1023.3
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1019.6
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
1012.1
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
1006.7
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
1001.8
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
1000.0
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
996.2
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
986.1
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
985.6
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
985.1
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
984.9
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
984.6
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
984.0
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
983.6
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
982.0
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
978.2
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
978.1
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
976.6
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
973.4
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
972.2
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
969.5
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
969.1
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
966.9
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
962.8
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
961.4
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
957.7
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
956.4
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
956.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
955.7
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
950.4
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
945.4
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
944.2
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
943.6
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
942.6
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
940.4
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
940.3
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
936.0
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
935.0
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
927.4
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
927.1
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
926.5
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
921.2
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
918.6
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
917.7
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
916.4
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
915.3
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
913.6
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
910.3
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
907.2
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
904.3
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
902.3
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
898.8
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
898.8
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
898.7
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
897.6
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
897.3
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
884.2
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
883.6
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
882.6
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
880.9
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
880.7
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
879.3
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
879.0
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
873.4
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
872.3
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
869.7
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
869.3
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
869.0
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
868.3
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
867.1
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
864.5
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
863.3
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
863.2
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
857.2
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
856.4
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
855.2
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
853.9
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
851.7
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
851.0
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
850.9
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
850.2
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
850.0
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
849.3
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
848.7
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
847.6
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
842.6
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
841.9
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
838.7
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
837.8
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
837.5
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
834.0
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
829.1
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
826.0
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
824.3
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
820.5
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
819.7
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
819.4
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
818.3
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
818.1
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
816.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
816.5
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
815.5
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
814.3
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
812.6
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
811.8
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
809.9
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
805.4
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
804.8
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
800.9
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
797.2
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
794.0
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
793.2
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
790.6
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
786.3
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
784.4
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
782.8
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
782.5
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
782.3
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
781.6
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
780.8
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
778.0
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
773.6
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
768.7
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
765.7
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
761.3
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
759.8
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
758.3
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
756.1
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
755.6
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
752.8
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
752.7
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
752.4
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
752.1
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
751.7
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
750.7
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
748.9
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
747.8
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
745.4
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
733.5
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
732.0
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
732.0
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
731.4
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
730.8
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
730.8
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
729.9
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
729.2
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
723.6
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
720.9
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
720.3
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
719.4
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
718.5
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
716.4
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
715.7
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
711.0
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
710.4
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
709.0
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
708.4
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
701.8
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
697.4
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
697.3
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
696.0
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
694.4
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
691.0
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
690.5
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
686.9
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
686.7
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
685.9
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
685.2
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
685.1
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
684.5
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
684.2
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
680.7
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
679.5
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
673.1
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
672.8
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
671.2
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
667.3
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
665.3
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
661.7
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
657.5
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
656.5
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
656.0
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
649.5
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
648.4
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
646.4
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
646.4
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
642.2
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
642.0
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
641.0
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
636.7
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
636.3
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
635.9
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
635.5
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
635.4
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
633.2
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
632.8
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
632.1
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
629.7
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
629.5
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
628.1
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
627.6
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
627.4
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
625.1
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
624.9
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
622.9
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
621.2
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
615.9
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
608.7
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
605.7
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
604.9
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
603.9
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
603.0
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
596.9
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
594.4
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
590.9
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
590.4
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
588.3
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
586.0
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
583.8
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
582.1
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
582.0
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
581.9
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
573.1
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
569.9
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
564.9
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
562.9
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
557.9
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
553.6
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
549.9
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
548.4
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
548.3
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
547.3
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
540.7
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
536.7
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
534.8
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
534.1
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
533.2
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
528.2
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
528.2
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
527.7
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
525.7
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
525.7
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
522.5
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
520.1
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
519.4
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
518.0
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
518.0
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
515.8
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
515.6
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
513.7
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
513.6
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
513.5
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
511.3
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
507.6
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
500.8
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
500.1
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
499.2
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
497.8
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
495.6
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
493.5
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
491.6
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
487.2
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
483.4
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
478.3
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
476.5
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
474.7
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
465.8
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
457.5
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
446.7
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
445.1
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
443.2
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
438.9
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
436.5
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
436.2
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
435.4
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
434.7
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
434.6
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
433.3
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
432.0
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
431.6
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
429.1
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
428.4
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
424.8
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
418.1
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
416.8
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
412.6
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
411.8
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
410.8
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
408.2
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
407.2
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
401.9
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
397.1
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
393.4
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
393.0
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
391.8
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
390.0
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
386.4
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
383.6
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
382.4
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
381.5
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
377.8
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
376.0
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
375.6
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
375.4
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
372.2
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
367.5
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
360.1
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
360.1
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
356.6
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
356.5
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
353.9
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
351.4
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
348.7
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
342.4
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
341.4
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
335.1
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
333.9
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
332.5
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
328.7
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
326.7
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
326.7
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
324.3
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
321.3
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
315.7
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
313.8
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
294.0
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
292.8
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
292.2
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
290.4
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
288.5
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
281.9
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
279.8
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
278.6
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
275.6
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
264.9
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
255.6
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
255.5
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
240.8
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
239.7
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
233.1
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
229.2
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
223.5
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
218.0
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
213.7
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
190.8
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
173.6
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
163.7
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
148.2
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
143.0
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
132.1
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
120.4
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
116.8
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
105.0
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
104.4
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
103.0
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 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.
TIMP1 is validated prognostic, high expression is unfavorable in Lung Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
825.4
Number of samples
105
Samples
Sample
Description
TPM
L890
0 years, female, stage:Stage IIB, dead, 1264 days
3005.6
L663
0 years, female, stage:Stage IB, alive, 2018 days
2147.0
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
1932.7
L749
0 years, female, stage:Stage IIIA, dead, 189 days
1807.4
L816
0 years, female, stage:Stage IIA, dead, 353 days
1651.5
L682
0 years, female, stage:Stage IIB, dead, 840 days
1513.1
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
1430.4
L569
0 years, female, stage:Stage IA, alive, 2531 days
1426.8
L688
0 years, male, stage:Stage IIIA, dead, 789 days
1422.0
L458
0 years, female, stage:Stage IA, dead, 223 days
1394.6
L828
0 years, female, stage:Stage IIB, alive, 2222 days
1281.5
L617
0 years, male, stage:Stage IIIA, dead, 238 days
1223.2
L613
0 years, male, stage:Stage IIIA, dead, 19 days
1207.9
L656
0 years, male, stage:Stage IA, alive, 2227 days
1189.4
L778
0 years, female, stage:Stage IA, alive, 1600 days
1185.1
L678
0 years, female, stage:Stage IB, dead, 1114 days
1166.8
L731
0 years, female, stage:Stage IA, dead, 964 days
1154.9
L695
0 years, female, stage:Stage IB, dead, 1762 days
1140.3
L827
0 years, male, stage:Stage IIB, dead, 1105 days
1137.2
L887
0 years, male, stage:Stage IA, dead, 374 days
1121.4
L404
0 years, female, stage:Stage IIA, dead, 2318 days
1116.2
L871
0 years, male, stage:Stage IB, dead, 873 days
1114.5
L541
0 years, female, stage:Stage IIIA, dead, 915 days
1113.2
L493
0 years, female, stage:Stage IIB, alive, 2945 days
1106.1
L530
0 years, female, stage:Stage IIA, dead, 308 days
1073.4
L532
0 years, female, stage:Stage IA, dead, 301 days
1043.7
L599
0 years, male, stage:Stage IB, dead, 2083 days
1035.7
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
1026.7
L867
0 years, female, stage:Stage IIIA, dead, 317 days
997.9
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
968.3
L662
0 years, male, stage:Stage IA, dead, 865 days
965.6
L605
0 years, female, stage:Stage IA, alive, 2460 days
963.0
L703
0 years, male, stage:Stage IIA, dead, 1137 days
959.9
L810
0 years, female, stage:Stage IIIA, dead, 625 days
938.2
L462
0 years, male, stage:Stage IIIA, dead, 568 days
936.0
L773
0 years, female, stage:Stage IV, dead, 311 days
919.7
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
917.5
L766
0 years, male, stage:Stage IB, alive, 1793 days
907.3
L683
0 years, female, stage:Stage IIA, dead, 612 days
895.5
L585
0 years, female, stage:Stage IIA, dead, 402 days
891.5
L638
0 years, male, stage:Stage IA, alive, 2076 days
887.4
L601
0 years, male, stage:Stage IB, dead, 2068 days
886.6
L738
0 years, female, stage:Stage IB, dead, 1314 days
852.1
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
835.9
L566
0 years, male, stage:Stage IB, alive, 2489 days
810.3
L879
0 years, male, stage:Stage IV, dead, 873 days
806.8
L545
0 years, female, stage:Stage IA, alive, 2874 days
800.4
L875
0 years, female, stage:Stage IA, alive, 1675 days
786.8
L673
0 years, female, stage:Stage IA, dead, 568 days
775.3
L725
0 years, female, stage:Stage IA, alive, 1830 days
767.6
L413
0 years, female, stage:Stage IIIA, dead, 313 days
755.9
L400
0 years, male, stage:Stage IIA, dead, 1233 days
752.6
L842
0 years, female, stage:Stage IB, alive, 2005 days
743.4
L565
0 years, female, stage:Stage IB, dead, 543 days
732.2
L504
0 years, female, stage:Stage IA, dead, 1295 days
717.7
L607
0 years, male, stage:Stage IB, alive, 2572 days
717.1
L620
0 years, female, stage:Stage IIIA, dead, 338 days
714.4
L543
0 years, male, stage:Stage IA, alive, 2711 days
713.1
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
705.3
L531
0 years, male, stage:Stage IB, dead, 928 days
704.3
L551
0 years, male, stage:Stage IA, alive, 2924 days
703.5
L440
0 years, male, stage:Stage IIB, dead, 651 days
700.4
L838
0 years, female, stage:Stage IA, dead, 1005 days
693.5
L689
0 years, male, stage:Stage IA, alive, 1943 days
693.0
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
687.1
L746
0 years, female, stage:Stage IIIA, dead, 594 days
684.2
L802
0 years, female, stage:Stage IA, dead, 773 days
683.0
L630
0 years, female, stage:Stage IA, dead, 1733 days
675.6
L826
0 years, female, stage:Stage IV, dead, 935 days
664.4
L455
0 years, female, stage:Stage IA, alive, 3315 days
664.1
L791
0 years, female, stage:Stage IIIA, dead, 368 days
656.7
L831
0 years, female, stage:Stage IB, alive, 2152 days
650.9
L865
0 years, female, stage:Stage IIB, alive, 1927 days
641.4
L561
0 years, female, stage:Stage IA, alive, 2543 days
637.7
L800
0 years, female, stage:Stage IA, dead, 2417 days
618.1
L546
0 years, male, stage:Stage IA, dead, 973 days
617.3
L603
0 years, female, stage:Stage IB, dead, 972 days
610.0
L484
0 years, female, stage:Stage IA, alive, 2895 days
600.2
L735
0 years, female, stage:Stage IA, alive, 1830 days
596.4
L877
0 years, female, stage:Stage IA, alive, 1599 days
571.3
L593
0 years, male, stage:Stage IA, dead, 2436 days
556.0
L439
0 years, male, stage:Stage IIB, dead, 2773 days
552.5
L872
0 years, female, stage:Stage IA, alive, 1793 days
536.7
L885
0 years, female, stage:Stage IA, alive, 1618 days
487.0
L768
0 years, male, stage:Stage IIIA, dead, 472 days
448.2
L626
0 years, female, stage:Stage IA, dead, 1994 days
447.8
L557
0 years, female, stage:Stage IB, alive, 2580 days
435.5
L616
0 years, male, stage:Stage IA, dead, 410 days
406.4
L873
0 years, female, stage:Stage IA, alive, 1740 days
368.0
L832
0 years, female, stage:Stage IA, alive, 2145 days
363.7
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
356.4
L473
0 years, female, stage:Stage IA, alive, 3021 days
351.1
L602
0 years, female, stage:Stage IA, alive, 2277 days
351.1
L808
0 years, female, stage:Stage IA, alive, 3001 days
349.2
L446
0 years, female, stage:Stage IIB, dead, 415 days
340.1
L728
0 years, male, stage:Stage IIB, dead, 1128 days
318.6
L880
0 years, female, stage:Stage IA, alive, 1767 days
305.6
L850
0 years, male, stage:Stage IIIA, dead, 997 days
288.7
L710
0 years, female, stage:Stage IIA, alive, 1775 days
263.4
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
256.0
L596
0 years, female, stage:Stage IA, alive, 2319 days
231.1
L782
0 years, female, stage:Stage IIB, alive, 3371 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TIMP1 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
614.7
Number of samples
489
Samples
Sample
Description
TPM
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
12976.5
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
4767.9
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
3104.1
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
2748.6
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
2602.0
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
2493.9
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
2351.7
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
2116.4
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
2111.2
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
1783.1
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
1758.5
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
1631.8
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
1626.9
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1583.7
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
1557.5
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
1552.2
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
1551.8
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
1516.1
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
1501.0
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
1500.2
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
1476.2
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
1471.2
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1469.2
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1462.0
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1446.3
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1443.0
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
1423.9
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
1409.7
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1369.6
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
1349.7
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
1347.1
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
1342.5
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
1336.7
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1335.6
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
1329.5
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
1312.9
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1299.0
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
1298.4
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
1283.4
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
1279.5
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
1276.3
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1272.0
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1262.9
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
1254.1
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
1253.4
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
1210.4
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
1203.2
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
1201.6
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
1198.9
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
1151.7
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1113.4
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
1113.3
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1094.1
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
1085.6
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
1078.4
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
1069.3
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
1058.1
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
1052.0
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1045.8
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
1044.2
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1038.7
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
1027.7
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
1023.6
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
1002.1
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
989.7
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
985.5
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
977.6
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
969.9
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
967.6
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
961.5
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
948.9
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
942.0
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
918.2
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
908.4
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
894.0
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
889.9
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
888.4
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
879.9
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
875.6
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
871.0
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
865.9
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
861.2
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
857.8
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
841.2
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
838.8
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
835.2
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
831.7
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
829.8
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
819.2
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
816.3
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
812.8
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
810.7
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
805.8
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
803.2
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
796.9
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
794.3
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
789.7
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
784.7
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
782.6
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
778.0
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
774.6
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
774.3
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
773.8
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
773.6
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
767.4
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
767.3
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
766.1
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
756.8
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
756.5
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
755.1
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
755.1
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
742.6
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
739.8
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
738.6
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
735.9
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
734.2
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
732.4
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
732.1
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
729.2
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
725.0
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
724.5
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
722.6
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
721.5
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
713.9
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
712.1
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
707.5
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
706.4
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
703.3
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
702.5
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
700.8
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
696.6
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
694.6
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
694.0
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
693.7
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
689.9
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
688.9
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
688.6
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
687.3
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
687.2
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
686.4
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
681.9
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
680.6
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
675.1
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
670.0
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
667.9
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
659.1
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
659.0
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
658.1
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
657.4
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
656.8
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
649.7
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
648.5
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
642.2
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
638.3
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
636.8
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
634.8
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
634.1
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
629.7
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
626.8
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
622.6
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
620.7
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
617.9
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
616.8
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
615.6
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
614.8
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
614.3
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
610.3
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
600.0
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
597.9
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
596.5
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
588.6
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
588.3
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
582.4
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
582.1
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
576.9
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
575.2
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
575.1
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
572.6
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
572.6
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
571.8
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
570.9
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
568.6
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
567.5
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
563.8
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
562.3
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
561.5
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
560.5
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
559.2
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
558.9
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
558.3
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
558.0
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
557.8
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
554.7
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
554.0
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
552.3
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
551.7
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
546.4
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
545.0
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
544.9
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
543.6
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
542.4
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
541.7
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
541.0
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
539.9
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
535.6
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
533.3
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
532.3
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
532.0
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
531.1
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
531.0
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
529.9
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
529.3
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
526.6
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
525.3
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
522.9
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
522.8
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
521.9
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
521.8
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
521.2
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
519.9
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
518.3
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
514.9
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
514.0
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
512.4
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
511.9
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
511.9
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
511.8
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
510.2
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
509.7
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
509.0
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
504.1
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
502.7
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
501.3
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
497.4
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
494.6
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
488.3
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
486.9
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
484.8
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
484.8
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
483.8
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
482.3
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
481.0
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
478.3
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
475.5
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
474.9
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
471.8
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
469.5
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
469.4
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
462.9
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
462.5
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
462.3
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
461.9
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
461.9
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
460.1
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
459.8
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
458.8
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
457.7
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
457.5
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
455.5
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
455.1
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
455.1
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
454.8
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
454.0
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
454.0
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
452.2
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
451.7
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
451.6
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
449.2
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
448.3
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
447.0
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
446.3
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
443.5
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
443.5
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
441.6
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
441.0
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
440.9
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
440.0
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
439.5
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
439.2
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
438.5
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
437.9
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
436.4
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
435.0
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
433.6
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
432.7
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
430.0
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
428.6
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
427.8
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
423.9
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
422.0
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
421.7
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
420.9
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
419.0
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
417.2
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
416.8
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
415.5
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
414.6
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
411.5
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
408.7
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
401.0
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
395.2
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
391.7
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
390.9
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
390.4
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
390.0
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
389.8
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
388.2
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
386.3
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
385.0
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
384.2
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
384.2
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
383.4
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
382.4
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
380.0
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
378.5
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
378.4
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
377.6
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
376.0
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
374.8
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
374.2
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
373.7
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
373.3
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
371.9
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
371.2
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
370.6
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
370.0
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
368.0
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
367.4
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
367.3
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
366.7
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
366.0
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
363.4
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
363.4
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
363.3
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
360.0
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
359.7
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
355.4
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
354.0
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
353.3
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
350.9
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
350.2
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
349.7
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
346.8
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
346.1
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
344.5
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
342.8
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
341.8
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
337.2
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
337.0
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
335.5
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
335.4
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
334.4
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
333.1
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
332.6
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
332.0
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
331.4
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
331.4
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
330.4
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
328.9
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
328.7
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
326.9
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
326.3
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
326.1
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
324.4
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
321.7
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
318.8
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
317.7
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
316.8
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
314.5
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
313.0
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
311.6
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
311.4
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
309.6
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
309.0
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
308.1
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
306.0
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
302.3
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
296.4
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
294.4
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
293.9
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
293.7
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
292.2
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
287.5
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
287.4
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
286.8
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
282.8
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
281.9
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
280.8
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
277.2
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
274.0
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
273.2
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
272.3
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
270.3
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
267.7
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
266.9
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
266.8
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
265.3
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
264.9
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
263.6
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
261.4
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
258.9
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
257.5
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
256.8
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
254.2
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
253.3
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
252.9
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
252.0
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
250.7
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
248.9
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
248.7
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
248.0
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
245.9
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
244.2
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
243.3
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
243.1
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
242.8
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
241.4
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
241.3
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
239.3
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
239.1
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
238.1
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
237.6
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
237.5
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
236.6
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
235.0
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
233.4
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
231.4
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
231.3
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
231.2
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
226.3
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
223.1
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
220.2
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
219.7
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
218.9
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
218.0
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
216.7
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
216.0
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
215.5
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
212.6
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
205.8
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
205.4
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
201.8
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
196.6
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
188.3
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
187.6
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
184.1
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
182.3
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
176.7
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
176.6
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
169.0
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
167.4
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
166.4
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
163.5
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
163.5
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
159.1
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
158.8
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
155.4
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
152.5
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
152.1
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
151.9
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
149.1
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
148.1
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
144.6
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
144.5
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
136.8
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
131.3
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
130.2
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
127.5
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
125.3
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
121.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
121.6
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
118.0
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
112.0
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
107.8
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
107.6
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
104.2
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
103.4
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
102.2
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
96.7
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
94.7
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
87.1
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
86.5
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
81.8
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
77.6
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
68.2
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
58.7
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
55.3
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
47.3
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 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.
TIMP1 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
742.8
Number of samples
68
Samples
Sample
Description
TPM
L488
0 years, female, stage:Stage IIA, alive, 2993 days
2091.1
L723
0 years, male, stage:Stage IIA, dead, 433 days
2027.3
L857
0 years, male, stage:Stage IB, dead, 226 days
1937.4
L559
0 years, male, stage:Stage IIB, alive, 2615 days
1498.7
L824
0 years, male, stage:Stage IA, dead, 665 days
1493.3
L633
0 years, female, stage:Stage IA, alive, 2102 days
1332.9
L744
0 years, male, stage:Stage IA, alive, 1614 days
1314.3
L852
0 years, male, stage:Stage IB, dead, 700 days
1255.4
L496
0 years, male, stage:Stage IB, alive, 2761 days
1248.4
L856
0 years, male, stage:Stage IA, dead, 1465 days
1220.4
L756
0 years, male, stage:Stage IB, alive, 1796 days
1119.6
L715
0 years, female, stage:Stage IIIA, dead, 150 days
1112.8
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1098.7
L604
0 years, male, stage:Stage IIA, dead, 286 days
1046.7
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1041.7
L483
0 years, male, stage:Stage IB, dead, 77 days
1035.4
L712
0 years, male, stage:Stage IA, alive, 1698 days
998.1
L592
0 years, male, stage:Stage IB, alive, 2368 days
917.1
L860
0 years, male, stage:Stage IA, alive, 2056 days
915.4
L655
0 years, male, stage:Stage IIA, dead, 1603 days
885.6
L642
0 years, male, stage:Stage IB, dead, 1167 days
884.3
L472
0 years, male, stage:Stage IB, dead, 423 days
867.7
L685
0 years, female, stage:Stage IIB, alive, 1944 days
845.0
L490
0 years, male, stage:Stage IA, dead, 716 days
825.9
L652
0 years, male, stage:Stage IA, dead, 5 days
802.1
L760
0 years, male, stage:Stage IIA, alive, 1895 days
778.6
L661
0 years, male, stage:Stage IA, dead, 1123 days
748.2
L470
0 years, female, stage:Stage IB, dead, 1774 days
717.3
L650
0 years, female, stage:Stage IB, dead, 986 days
695.1
L568
0 years, female, stage:Stage IIB, dead, 71 days
681.6
L886
0 years, male, stage:Stage IB, dead, 1932 days
653.6
L719
0 years, male, stage:Stage IB, alive, 1615 days
638.8
L420
0 years, female, stage:Stage IIB, dead, 295 days
631.3
L747
0 years, female, stage:Stage IA, dead, 1112 days
622.6
L767
0 years, male, stage:Stage IA, alive, 1718 days
622.2
L442
0 years, female, stage:Stage IB, dead, 2433 days
622.1
L854
0 years, female, stage:Stage IB, alive, 2256 days
611.1
L788
0 years, female, stage:Stage IA, alive, 3385 days
609.2
L444
0 years, female, stage:Stage IIB, alive, 3337 days
606.9
L644
0 years, male, stage:Stage IA, dead, 282 days
602.4
L753
0 years, male, stage:Stage IIA, alive, 1705 days
598.5
L466
0 years, female, stage:Stage IIIA, dead, 412 days
572.8
L406
0 years, male, stage:Stage IA, alive, 3057 days
560.2
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
557.0
L534
0 years, male, stage:Stage IIA, alive, 2693 days
549.1
L586
0 years, male, stage:Stage IIA, dead, 784 days
537.6
L858
0 years, female, stage:Stage IIB, dead, 558 days
528.8
L468
0 years, male, stage:Stage IB, alive, 3004 days
499.0
L459
0 years, male, stage:Stage IIA, alive, 3181 days
457.3
L658
0 years, female, stage:Stage IIB, alive, 2083 days
445.7
L529
0 years, female, stage:Stage IA, alive, 2775 days
444.0
L758
0 years, male, stage:Stage IA, dead, 1562 days
443.9
L608
0 years, male, stage:Stage IA, alive, 2350 days
440.7
L736
0 years, male, stage:Stage IA, dead, 1195 days
435.0
L820
0 years, female, stage:Stage IA, alive, 2405 days
433.4
L755
0 years, male, stage:Stage IIA, dead, 227 days
418.9
L739
0 years, female, stage:Stage IIIA, dead, 352 days
394.5
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
355.3
L456
0 years, male, stage:Stage IIA, dead, 1660 days
313.4
L881
0 years, male, stage:Stage IB, alive, 1752 days
306.8
L464
0 years, male, stage:Stage IB, dead, 1935 days
301.8
L864
0 years, female, stage:Stage IA, alive, 2192 days
255.8
L818
0 years, male, stage:Stage IB, alive, 2480 days
191.9
L572
0 years, male, stage:Stage IA, alive, 2532 days
185.4
L539
0 years, male, stage:Stage IB, dead, 370 days
184.9
L457
0 years, female, stage:Stage IIA, alive, 2901 days
177.5
L884
0 years, male, stage:Stage IIA, alive, 1627 days
144.2
L447
0 years, male, stage:Stage IIB, alive, 3203 days
127.2
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0106110003
Tumor
2.7
CPT0069360003
Tumor
2.2
CPT0125810003
Tumor
1.9
CPT0082850004
Tumor
1.5
CPT0066780003
Tumor
1.5
CPT0090860003
Tumor
1.4
CPT0118340003
Tumor
1.2
CPT0086750003
Tumor
1.1
CPT0091860003
Tumor
1.0
CPT0097580003
Tumor
1.0
CPT0146880004
Tumor
0.8
CPT0091240003
Tumor
0.8
CPT0113210003
Tumor
0.7
CPT0147880004
Tumor
0.7
CPT0053040004
Tumor
0.7
CPT0147580004
Tumor
0.7
CPT0098130003
Tumor
0.6
CPT0113990003
Tumor
0.6
CPT0067450003
Tumor
0.6
CPT0118620003
Tumor
0.6
CPT0148180004
Tumor
0.6
CPT0068100003
Tumor
0.6
CPT0105230003
Tumor
0.5
CPT0102450003
Tumor
0.5
CPT0092530003
Tumor
0.5
CPT0079830003
Tumor
0.5
CPT0013880003
Tumor
0.5
CPT0118810003
Tumor
0.5
CPT0083780003
Tumor
0.5
CPT0106100003
Normal
0.4
CPT0001380003
Tumor
0.4
CPT0114840003
Tumor
0.4
CPT0118010003
Normal
0.4
CPT0091870003
Normal
0.4
CPT0117970003
Tumor
0.4
CPT0011750003
Normal
0.4
CPT0105270003
Tumor
0.3
CPT0069700003
Tumor
0.3
CPT0070060003
Tumor
0.3
CPT0147400003
Normal
0.2
CPT0146980004
Tumor
0.2
CPT0079850003
Normal
0.2
CPT0105330003
Tumor
0.2
CPT0000920017
Tumor
0.2
CPT0014260003
Tumor
0.2
CPT0001590003
Normal
0.2
CPT0105600003
Tumor
0.2
CPT0052940004
Tumor
0.2
CPT0023310003
Tumor
0.2
CPT0104970003
Tumor
0.2
CPT0090170004
Tumor
0.2
CPT0082740004
Tumor
0.2
CPT0001580009
Tumor
0.2
CPT0105940003
Tumor
0.2
CPT0051690004
Tumor
0.1
CPT0125830003
Normal
0.1
CPT0109830004
Tumor
0.1
CPT0146780004
Tumor
0.1
CPT0067620003
Tumor
0.1
CPT0067770003
Normal
0.1
CPT0070080003
Normal
0.1
CPT0011710004
Tumor
0.1
CPT0118570003
Tumor
0.1
CPT0090340003
Tumor
0.1
CPT0105610003
Normal
0.1
CPT0021450003
Tumor
0.1
CPT0104630003
Tumor
0.0
CPT0001960003
Tumor
0.0
CPT0105680003
Normal
0.0
CPT0090700003
Tumor
0.0
CPT0082890003
Normal
0.0
CPT0015410003
Tumor
0.0
CPT0105060003
Tumor
0.0
CPT0086320003
Normal
0.0
CPT0147380004
Tumor
0.0
CPT0147980004
Tumor
0.0
CPT0067940003
Tumor
0.0
CPT0014860003
Tumor
0.0
CPT0055100004
Tumor
0.0
CPT0067070003
Tumor
0.0
CPT0118180003
Normal
0.0
CPT0118200003
Tumor
0.0
CPT0090900004
Normal
0.0
CPT0147080004
Tumor
0.0
CPT0114660004
Tumor
-0.1
CPT0067250003
Tumor
-0.1
CPT0148280004
Tumor
-0.1
CPT0067950003
Normal
-0.1
CPT0105710003
Tumor
-0.1
CPT0086310003
Tumor
-0.1
CPT0001060010
Tumor
-0.1
CPT0084140003
Tumor
-0.1
CPT0068800003
Tumor
-0.1
CPT0069370003
Normal
-0.1
CPT0148300003
Normal
-0.1
CPT0112060003
Tumor
-0.1
CPT0011930003
Normal
-0.1
CPT0110980004
Tumor
-0.2
CPT0090200003
Normal
-0.2
CPT0109680004
Tumor
-0.2
CPT0063730003
Tumor
-0.2
CPT0147900003
Normal
-0.2
CPT0092930003
Tumor
-0.2
CPT0092940003
Normal
-0.2
CPT0068610003
Tumor
-0.2
CPT0014290003
Normal
-0.2
CPT0118160003
Tumor
-0.2
CPT0068830003
Normal
-0.2
CPT0112080003
Normal
-0.2
CPT0111300003
Tumor
-0.2
CPT0001070003
Normal
-0.2
CPT0008420003
Normal
-0.2
CPT0066890003
Tumor
-0.2
CPT0104650003
Normal
-0.2
CPT0148000003
Normal
-0.2
CPT0105630003
Tumor
-0.2
CPT0102480003
Normal
-0.2
CPT0068130003
Normal
-0.2
CPT0001660013
Tumor
-0.3
CPT0066810003
Normal
-0.3
CPT0052170004
Tumor
-0.3
CPT0001800013
Tumor
-0.3
CPT0067470004
Normal
-0.3
CPT0090720003
Normal
-0.3
CPT0118880003
Tumor
-0.3
CPT0083140003
Normal
-0.3
CPT0097600003
Normal
-0.3
CPT0105550003
Normal
-0.3
CPT0147100003
Normal
-0.3
CPT0001810003
Normal
-0.3
CPT0118830003
Normal
-0.3
CPT0014930003
Normal
-0.3
CPT0104750003
Tumor
-0.3
CPT0104760003
Normal
-0.3
CPT0013600003
Tumor
-0.3
CPT0118240003
Normal
-0.3
CPT0086770003
Normal
-0.3
CPT0109710003
Normal
-0.3
CPT0066930003
Normal
-0.4
CPT0118600003
Normal
-0.4
CPT0146600003
Normal
-0.4
CPT0063840003
Normal
-0.4
CPT0114880003
Normal
-0.4
CPT0105510003
Tumor
-0.4
CPT0147480004
Tumor
-0.4
CPT0008450003
Tumor
-0.4
CPT0113220003
Normal
-0.4
CPT0069520003
Tumor
-0.4
CPT0011910004
Tumor
-0.4
CPT0090370003
Normal
-0.4
CPT0147000003
Normal
-0.4
CPT0013910003
Normal
-0.4
CPT0109760003
Normal
-0.4
CPT0013630003
Normal
-0.4
CPT0109740004
Tumor
-0.4
CPT0062810003
Normal
-0.4
CPT0092250003
Normal
-0.4
CPT0067110003
Normal
-0.4
CPT0063750003
Normal
-0.4
CPT0008410003
Tumor
-0.4
CPT0146800003
Normal
-0.4
CPT0147500003
Normal
-0.5
CPT0090570004
Tumor
-0.5
CPT0001690003
Normal
-0.5
CPT0148100003
Normal
-0.5
CPT0090600003
Normal
-0.5
CPT0147600003
Normal
-0.5
CPT0105370004
Normal
-0.5
CPT0115090003
Normal
-0.5
CPT0023320003
Normal
-0.5
CPT0109720004
Tumor
-0.5
CPT0118890003
Normal
-0.5
CPT0001970003
Normal
-0.5
CPT0114010003
Normal
-0.5
CPT0110890003
Normal
-0.5
CPT0091260003
Normal
-0.5
CPT0067290003
Normal
-0.5
CPT0015420003
Normal
-0.5
CPT0068650003
Normal
-0.6
CPT0105250003
Normal
-0.6
CPT0089360003
Normal
-0.6
CPT0105190003
Normal
-0.6
CPT0109850003
Normal
-0.6
CPT0063810003
Tumor
-0.6
CPT0111480003
Normal
-0.6
CPT0105980003
Normal
-0.6
CPT0148200003
Normal
-0.6
CPT0115070003
Tumor
-0.6
CPT0092240003
Tumor
-0.6
CPT0001390003
Normal
-0.6
CPT0105740003
Normal
-0.6
CPT0105010004
Normal
-0.7
CPT0083100003
Tumor
-0.7
CPT0083420003
Normal
-0.7
CPT0082770003
Normal
-0.7
CPT0089340003
Tumor
-0.7
CPT0069550003
Normal
-0.7
CPT0111590003
Normal
-0.7
CPT0146680004
Tumor
-0.7
CPT0084170003
Normal
-0.7
CPT0000930003
Normal
-0.7
CPT0118360003
Normal
-0.8
CPT0109700003
Normal
-0.8
CPT0114690003
Normal
-0.8
CPT0146700003
Normal
-0.8
CPT0118650003
Normal
-0.8
CPT0069720003
Normal
-0.8
CPT0083390004
Tumor
-0.9
CPT0083810003
Normal
-0.9
CPT0021490003
Normal
-1.0
CPT0110860004
Tumor
-1.1
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0196810003
Tumor
2.8
CPT0186130003
Tumor
2.4
CPT0136640003
Tumor
2.3
CPT0112720003
Tumor
1.8
CPT0233600003
Tumor
1.4
CPT0175120003
Tumor
1.3
CPT0104930003
Tumor
1.3
CPT0191860003
Tumor
1.2
CPT0091820003
Tumor
1.2
CPT0186180003
Tumor
1.2
CPT0126830003
Normal
1.2
CPT0204600003
Tumor
1.0
CPT0197150003
Tumor
1.0
CPT0090440003
Tumor
0.9
CPT0202530004
Tumor
0.9
CPT0187370003
Tumor
0.8
CPT0112580003
Tumor
0.8
CPT0223790003
Tumor
0.8
CPT0238110004
Tumor
0.8
CPT0104360003
Tumor
0.8
CPT0126810003
Tumor
0.8
CPT0091050003
Tumor
0.7
CPT0208770003
Tumor
0.7
CPT0204990003
Tumor
0.7
CPT0234560003
Tumor
0.7
CPT0202720003
Tumor
0.7
CPT0221650003
Tumor
0.6
CPT0112650003
Tumor
0.6
CPT0102790003
Tumor
0.5
CPT0089880003
Tumor
0.5
CPT0209490003
Tumor
0.5
CPT0197740003
Tumor
0.5
CPT0146400003
Normal
0.4
CPT0237550004
Tumor
0.4
CPT0237210003
Normal
0.4
CPT0091610003
Tumor
0.4
CPT0237060004
Tumor
0.4
CPT0209020004
Tumor
0.4
CPT0221200003
Tumor
0.4
CPT0069890003
Tumor
0.3
CPT0126450003
Tumor
0.3
CPT0207210003
Tumor
0.3
CPT0115860003
Normal
0.2
CPT0101130003
Tumor
0.2
CPT0068280003
Tumor
0.2
CPT0126390003
Tumor
0.2
CPT0219360003
Tumor
0.2
CPT0175270003
Normal
0.2
CPT0241170003
Tumor
0.2
CPT0175390003
Tumor
0.2
CPT0192540004
Tumor
0.1
CPT0117720003
Tumor
0.1
CPT0204820003
Normal
0.1
CPT0218310003
Normal
0.1
CPT0204800003
Tumor
0.1
CPT0111150004
Tumor
0.1
CPT0130270003
Tumor
0.1
CPT0126740003
Tumor
0.1
CPT0237970004
Tumor
0.1
CPT0175560003
Tumor
0.0
CPT0202220004
Normal
0.0
CPT0023470003
Tumor
0.0
CPT0237200004
Tumor
0.0
CPT0130440004
Normal
0.0
CPT0098800003
Normal
0.0
CPT0197090003
Tumor
0.0
CPT0237710003
Normal
0.0
CPT0209040003
Normal
0.0
CPT0007740003
Tumor
0.0
CPT0208780003
Normal
0.0
CPT0175260003
Tumor
0.0
CPT0086260003
Tumor
0.0
CPT0112600003
Normal
0.0
CPT0063430003
Tumor
0.0
CPT0086270003
Normal
0.0
CPT0236420003
Tumor
0.0
CPT0227020003
Tumor
0.0
CPT0130030003
Tumor
0.0
CPT0130410003
Tumor
-0.1
CPT0237080003
Normal
-0.1
CPT0147680004
Tumor
-0.1
CPT0245880003
Tumor
-0.1
CPT0234930004
Tumor
-0.1
CPT0147180004
Tumor
-0.1
CPT0010060003
Normal
-0.1
CPT0202350004
Tumor
-0.1
CPT0197480003
Tumor
-0.1
CPT0069900003
Normal
-0.1
CPT0130310003
Normal
-0.1
CPT0146380004
Tumor
-0.1
CPT0104950003
Normal
-0.1
CPT0245780003
Tumor
-0.1
CPT0104380003
Normal
-0.1
CPT0245790003
Normal
-0.1
CPT0223820003
Normal
-0.1
CPT0108560003
Tumor
-0.2
CPT0023500003
Normal
-0.2
CPT0233120003
Tumor
-0.2
CPT0233320003
Tumor
-0.2
CPT0186140003
Normal
-0.2
CPT0083980003
Tumor
-0.2
CPT0202020008
Tumor
-0.2
CPT0136660003
Normal
-0.2
CPT0115830003
Tumor
-0.2
CPT0225380003
Tumor
-0.2
CPT0146500003
Normal
-0.2
CPT0098770003
Tumor
-0.2
CPT0218280003
Tumor
-0.2
CPT0202740003
Normal
-0.2
CPT0237760003
Tumor
-0.2
CPT0202170003
Tumor
-0.3
CPT0105420003
Tumor
-0.3
CPT0202400004
Normal
-0.3
CPT0197860003
Normal
-0.3
CPT0087190003
Tumor
-0.3
CPT0007760003
Normal
-0.3
CPT0233330003
Normal
-0.3
CPT0191710003
Tumor
-0.3
CPT0064050003
Normal
-0.3
CPT0147700003
Normal
-0.3
CPT0191930003
Normal
-0.3
CPT0207250003
Normal
-0.3
CPT0234790003
Tumor
-0.3
CPT0227400003
Tumor
-0.3
CPT0126470003
Normal
-0.3
CPT0183250004
Tumor
-0.4
CPT0091620003
Normal
-0.4
CPT0187380003
Normal
-0.4
CPT0130070003
Normal
-0.4
CPT0238130003
Normal
-0.4
CPT0237690004
Tumor
-0.4
CPT0123350003
Tumor
-0.4
CPT0195520003
Normal
-0.4
CPT0186210003
Normal
-0.4
CPT0232670003
Tumor
-0.4
CPT0079100003
Tumor
-0.4
CPT0196820003
Normal
-0.4
CPT0232690003
Normal
-0.4
CPT0111000004
Normal
-0.4
CPT0221220003
Normal
-0.4
CPT0204660003
Normal
-0.4
CPT0197210003
Tumor
-0.4
CPT0063440003
Normal
-0.4
CPT0217490003
Normal
-0.4
CPT0197520003
Normal
-0.4
CPT0083990003
Normal
-0.4
CPT0010050003
Tumor
-0.4
CPT0079050003
Tumor
-0.4
CPT0245830003
Tumor
-0.5
CPT0123370003
Normal
-0.5
CPT0064040003
Tumor
-0.5
CPT0108600003
Normal
-0.5
CPT0209510003
Normal
-0.5
CPT0237570003
Normal
-0.5
CPT0234580003
Normal
-0.5
CPT0126530003
Tumor
-0.5
CPT0221660003
Normal
-0.5
CPT0233160003
Normal
-0.5
CPT0197380003
Normal
-0.5
CPT0001020003
Tumor
-0.5
CPT0175410003
Normal
-0.5
CPT0245890003
Normal
-0.5
CPT0063500003
Normal
-0.5
CPT0195510003
Tumor
-0.5
CPT0001030003
Normal
-0.5
CPT0102840003
Normal
-0.5
CPT0225470003
Normal
-0.6
CPT0217420003
Tumor
-0.6
CPT0227070003
Normal
-0.6
CPT0227420003
Normal
-0.6
CPT0245840003
Normal
-0.6
CPT0202580004
Normal
-0.6
CPT0234950004
Normal
-0.6
CPT0105430003
Normal
-0.6
CPT0087210003
Normal
-0.6
CPT0112550003
Normal
-0.6
CPT0205000003
Normal
-0.6
CPT0192590004
Normal
-0.6
CPT0112540003
Tumor
-0.6
CPT0233640003
Normal
-0.6
CPT0197170003
Normal
-0.6
CPT0112730003
Normal
-0.6
CPT0175160003
Normal
-0.7
CPT0126400003
Normal
-0.7
CPT0234820003
Normal
-0.7
CPT0147200003
Normal
-0.7
CPT0241210003
Normal
-0.7
CPT0219390003
Normal
-0.7
CPT0068320003
Normal
-0.7
CPT0146480004
Tumor
-0.7
CPT0126670003
Tumor
-0.7
CPT0236430003
Normal
-0.7
CPT0237410004
Tumor
-0.7
CPT0117770003
Normal
-0.7
CPT0079110003
Normal
-0.7
CPT0128890003
Tumor
-0.7
CPT0237990003
Normal
-0.7
CPT0128900003
Normal
-0.7
CPT0079060003
Normal
-0.8
CPT0190550003
Tumor
-0.8
CPT0237780003
Normal
-0.8
CPT0063480003
Tumor
-0.8
CPT0202040003
Normal
-0.9
CPT0126760003
Normal
-0.9
CPT0183270003
Normal
-0.9
CPT0222730003
Tumor
-0.9
CPT0091090003
Normal
-0.9
CPT0191750003
Normal
-0.9
CPT0222740003
Normal
-0.9
CPT0112660003
Normal
-1.0
CPT0237430003
Normal
-1.0
CPT0197100003
Normal
-1.1
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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.