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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.
RPSA is not prognostic in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1059.7
Number of samples
497
Samples
Sample
Description
TPM
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
5647.7
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
4533.2
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
3387.7
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
3351.0
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
3091.1
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
3086.7
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
2987.0
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
2961.1
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
2859.2
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
2853.1
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
2843.5
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
2658.9
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
2546.7
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
2535.8
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
2494.2
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
2451.7
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
2425.5
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
2377.8
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
2374.6
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
2293.7
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
2260.8
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
2218.0
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
2213.5
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
2203.7
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
2202.2
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
2184.6
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
2150.0
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
2134.2
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
2133.7
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
2122.6
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
2071.8
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
2060.6
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
2039.9
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
2018.0
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
2010.4
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
1995.9
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
1968.4
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
1939.6
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
1926.7
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
1918.0
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
1915.4
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
1907.0
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
1897.4
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
1894.6
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
1808.2
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
1790.8
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
1788.1
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1772.7
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
1753.8
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
1752.6
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
1751.9
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
1742.6
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
1702.7
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
1700.5
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
1692.7
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
1691.8
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1681.8
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
1680.9
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
1643.0
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
1634.6
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
1633.0
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
1616.7
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
1616.6
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
1614.9
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
1602.0
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
1587.6
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1577.7
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
1568.7
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
1562.1
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
1561.9
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
1546.8
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
1545.4
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
1498.4
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1493.8
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
1492.9
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1492.9
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
1491.2
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
1472.5
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
1458.5
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
1452.3
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
1440.5
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1438.8
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
1435.7
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
1426.7
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
1420.6
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
1418.9
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
1415.1
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
1410.6
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
1405.9
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
1400.8
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
1393.2
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
1389.6
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1389.0
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1375.4
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
1375.1
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
1372.8
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
1372.6
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
1368.8
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
1350.6
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1331.3
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1327.3
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
1324.3
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1322.7
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
1317.5
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
1307.4
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
1306.0
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1304.2
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
1299.2
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
1298.9
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
1293.2
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
1291.0
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1260.7
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
1259.8
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
1255.5
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
1248.3
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
1245.9
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
1245.1
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
1243.2
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
1238.8
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1235.2
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
1231.1
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
1224.1
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
1219.2
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
1214.5
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
1201.6
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
1200.0
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
1195.1
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
1191.9
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1185.7
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
1185.6
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
1183.1
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
1182.4
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
1180.1
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1179.3
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
1171.3
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
1167.1
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
1164.4
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1163.2
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
1161.4
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
1155.5
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
1150.7
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
1147.0
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
1144.6
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
1143.4
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
1142.1
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1138.0
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
1134.8
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
1126.1
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1124.9
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
1115.9
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
1115.0
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
1112.1
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1111.8
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
1111.3
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
1106.7
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
1105.8
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
1105.7
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
1104.2
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
1092.2
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
1091.1
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
1082.9
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
1082.8
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
1082.3
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
1080.6
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
1080.3
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1079.3
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
1075.3
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
1073.5
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
1072.6
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
1072.3
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
1072.1
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
1070.6
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
1069.2
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1067.4
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
1063.6
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1059.9
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
1057.1
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
1052.9
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
1048.3
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
1044.7
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
1042.5
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
1041.6
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
1038.5
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
1036.2
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
1035.3
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
1026.4
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
1024.9
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
1023.6
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
1021.8
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
1021.8
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
1019.8
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
1019.3
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
1019.3
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
1018.7
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
1018.1
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
1016.4
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1015.3
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
1011.1
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
1009.8
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
1008.3
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
1006.2
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
1005.0
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
1003.1
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
997.2
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
996.3
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
994.5
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
993.7
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
993.0
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
992.9
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
989.9
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
985.8
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
985.5
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
984.8
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
983.9
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
976.4
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
975.9
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
971.4
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
963.2
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
962.2
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
959.3
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
958.2
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
954.6
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
952.9
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
952.1
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
952.1
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
951.8
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
951.5
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
951.4
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
947.9
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
946.4
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
940.9
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
940.8
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
940.4
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
940.0
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
940.0
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
939.1
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
938.9
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
932.0
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
927.7
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
923.6
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
920.5
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
917.3
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
916.8
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
914.1
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
913.8
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
912.2
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
911.4
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
909.2
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
907.9
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
907.3
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
906.6
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
905.6
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
904.0
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
900.6
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
900.1
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
898.4
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
898.1
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
897.1
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
896.7
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
891.5
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
890.7
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
890.0
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
885.9
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
884.1
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
884.0
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
879.9
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
877.2
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
871.6
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
871.4
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
869.0
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
862.2
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
861.3
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
858.0
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
857.6
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
856.0
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
849.7
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
848.4
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
845.5
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
844.5
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
841.4
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
840.7
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
840.4
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
839.1
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
838.3
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
836.4
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
835.2
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
834.0
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
833.8
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
832.2
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
831.3
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
828.6
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
828.1
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
827.9
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
821.8
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
820.3
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
817.6
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
817.0
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
816.2
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
809.8
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
809.6
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
809.3
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
807.3
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
807.2
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
806.2
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
801.1
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
801.0
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
797.7
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
797.6
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
795.8
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
791.9
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
791.0
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
782.3
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
782.0
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
781.7
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
779.9
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
770.0
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
769.8
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
768.7
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
765.4
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
765.4
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
764.9
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
762.5
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
759.0
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
758.6
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
755.6
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
755.6
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
753.8
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
751.7
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
751.6
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
751.6
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
749.3
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
748.6
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
747.3
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
747.1
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
747.1
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
746.5
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
744.5
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
744.3
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
742.8
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
742.6
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
741.5
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
739.0
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
739.0
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
739.0
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
737.7
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
737.5
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
736.3
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
735.0
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
734.9
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
734.3
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
732.1
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
726.2
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
725.5
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
725.3
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
725.1
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
721.9
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
721.0
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
720.9
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
719.5
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
718.6
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
718.1
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
717.6
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
715.6
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
713.8
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
709.9
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
707.3
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
707.0
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
706.4
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
705.1
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
704.7
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
699.8
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
698.3
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
697.5
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
696.1
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
690.9
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
689.6
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
686.5
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
684.3
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
684.1
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
683.3
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
682.7
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
682.1
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
681.0
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
676.7
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
672.8
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
670.0
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
669.7
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
666.1
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
665.3
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
664.7
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
663.9
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
663.7
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
663.5
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
660.9
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
659.3
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
657.5
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
656.4
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
655.7
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
655.4
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
654.6
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
652.4
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
652.1
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
651.4
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
648.9
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
647.8
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
646.6
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
641.8
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
639.9
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
638.9
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
637.8
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
636.7
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
636.3
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
636.2
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
633.7
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
632.2
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
630.7
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
630.0
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
629.1
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
628.4
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
628.3
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
623.0
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
622.6
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
621.2
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
620.0
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
618.6
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
617.7
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
617.5
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
614.5
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
613.8
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
613.2
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
611.8
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
610.8
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
610.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
608.5
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
606.7
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
605.9
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
598.0
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
597.9
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
592.9
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
590.8
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
589.6
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
589.6
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
589.6
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
588.4
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
585.4
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
584.8
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
583.5
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
581.8
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
577.5
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
572.5
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
572.3
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
568.4
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
565.5
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
555.8
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
555.5
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
554.3
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
549.7
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
549.5
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
546.8
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
545.2
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
544.5
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
543.3
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
543.0
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
539.5
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
537.2
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
534.7
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
531.5
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
531.3
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
529.9
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
525.1
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
524.0
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
523.8
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
523.6
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
511.1
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
507.9
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
505.4
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
496.4
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
490.6
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
488.1
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
484.2
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
482.5
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
473.3
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
472.3
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
457.6
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
456.6
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
452.8
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
440.2
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
440.0
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
437.4
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
431.0
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
428.5
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
415.9
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
415.1
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
413.2
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
387.0
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
371.2
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 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.
RPSA is not prognostic in Lung Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
701.1
Number of samples
105
Samples
Sample
Description
TPM
L851
0 years, male, stage:Stage IB, dead, 1315 days
1824.7
L662
0 years, male, stage:Stage IA, dead, 865 days
1526.4
L603
0 years, female, stage:Stage IB, dead, 972 days
1317.8
L616
0 years, male, stage:Stage IA, dead, 410 days
1261.8
L773
0 years, female, stage:Stage IV, dead, 311 days
1258.5
L446
0 years, female, stage:Stage IIB, dead, 415 days
1171.5
L473
0 years, female, stage:Stage IA, alive, 3021 days
1099.2
L557
0 years, female, stage:Stage IB, alive, 2580 days
1096.8
L530
0 years, female, stage:Stage IIA, dead, 308 days
1086.3
L871
0 years, male, stage:Stage IB, dead, 873 days
1061.2
L683
0 years, female, stage:Stage IIA, dead, 612 days
1061.1
L703
0 years, male, stage:Stage IIA, dead, 1137 days
1029.7
L885
0 years, female, stage:Stage IA, alive, 1618 days
1007.6
L749
0 years, female, stage:Stage IIIA, dead, 189 days
1004.2
L828
0 years, female, stage:Stage IIB, alive, 2222 days
970.2
L678
0 years, female, stage:Stage IB, dead, 1114 days
939.7
L551
0 years, male, stage:Stage IA, alive, 2924 days
929.9
L791
0 years, female, stage:Stage IIIA, dead, 368 days
928.5
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
918.5
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
910.3
L532
0 years, female, stage:Stage IA, dead, 301 days
892.7
L458
0 years, female, stage:Stage IA, dead, 223 days
887.3
L566
0 years, male, stage:Stage IB, alive, 2489 days
879.7
L875
0 years, female, stage:Stage IA, alive, 1675 days
870.6
L766
0 years, male, stage:Stage IB, alive, 1793 days
869.6
L867
0 years, female, stage:Stage IIIA, dead, 317 days
863.7
L877
0 years, female, stage:Stage IA, alive, 1599 days
854.1
L808
0 years, female, stage:Stage IA, alive, 3001 days
852.8
L569
0 years, female, stage:Stage IA, alive, 2531 days
847.0
L829
0 years, male, stage:Stage IA, alive, 2173 days
823.4
L688
0 years, male, stage:Stage IIIA, dead, 789 days
821.7
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
819.0
L484
0 years, female, stage:Stage IA, alive, 2895 days
814.6
L561
0 years, female, stage:Stage IA, alive, 2543 days
811.6
L842
0 years, female, stage:Stage IB, alive, 2005 days
810.1
L802
0 years, female, stage:Stage IA, dead, 773 days
800.4
L738
0 years, female, stage:Stage IB, dead, 1314 days
795.4
L731
0 years, female, stage:Stage IA, dead, 964 days
791.3
L827
0 years, male, stage:Stage IIB, dead, 1105 days
753.8
L620
0 years, female, stage:Stage IIIA, dead, 338 days
725.0
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
715.8
L462
0 years, male, stage:Stage IIIA, dead, 568 days
706.3
L439
0 years, male, stage:Stage IIB, dead, 2773 days
696.5
L617
0 years, male, stage:Stage IIIA, dead, 238 days
693.8
L656
0 years, male, stage:Stage IA, alive, 2227 days
682.3
L778
0 years, female, stage:Stage IA, alive, 1600 days
682.0
L531
0 years, male, stage:Stage IB, dead, 928 days
680.0
L728
0 years, male, stage:Stage IIB, dead, 1128 days
677.3
L605
0 years, female, stage:Stage IA, alive, 2460 days
677.1
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
671.6
L746
0 years, female, stage:Stage IIIA, dead, 594 days
665.3
L890
0 years, female, stage:Stage IIB, dead, 1264 days
664.4
L682
0 years, female, stage:Stage IIB, dead, 840 days
658.9
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
651.4
L546
0 years, male, stage:Stage IA, dead, 973 days
642.1
L545
0 years, female, stage:Stage IA, alive, 2874 days
636.9
L865
0 years, female, stage:Stage IIB, alive, 1927 days
632.4
L768
0 years, male, stage:Stage IIIA, dead, 472 days
624.4
L585
0 years, female, stage:Stage IIA, dead, 402 days
621.6
L826
0 years, female, stage:Stage IV, dead, 935 days
616.8
L872
0 years, female, stage:Stage IA, alive, 1793 days
608.2
L638
0 years, male, stage:Stage IA, alive, 2076 days
600.7
L630
0 years, female, stage:Stage IA, dead, 1733 days
592.7
L613
0 years, male, stage:Stage IIIA, dead, 19 days
591.7
L565
0 years, female, stage:Stage IB, dead, 543 days
590.7
L400
0 years, male, stage:Stage IIA, dead, 1233 days
590.2
L810
0 years, female, stage:Stage IIIA, dead, 625 days
583.9
L735
0 years, female, stage:Stage IA, alive, 1830 days
578.7
L593
0 years, male, stage:Stage IA, dead, 2436 days
570.4
L879
0 years, male, stage:Stage IV, dead, 873 days
560.0
L673
0 years, female, stage:Stage IA, dead, 568 days
550.3
L596
0 years, female, stage:Stage IA, alive, 2319 days
541.4
L663
0 years, female, stage:Stage IB, alive, 2018 days
539.1
L413
0 years, female, stage:Stage IIIA, dead, 313 days
537.6
L782
0 years, female, stage:Stage IIB, alive, 3371 days
532.2
L607
0 years, male, stage:Stage IB, alive, 2572 days
527.4
L606
0 years, male, stage:Stage IA, alive, 2336 days
516.5
L816
0 years, female, stage:Stage IIA, dead, 353 days
515.7
L695
0 years, female, stage:Stage IB, dead, 1762 days
511.4
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
488.9
L504
0 years, female, stage:Stage IA, dead, 1295 days
483.2
L887
0 years, male, stage:Stage IA, dead, 374 days
477.9
L689
0 years, male, stage:Stage IA, alive, 1943 days
472.6
L832
0 years, female, stage:Stage IA, alive, 2145 days
468.5
L710
0 years, female, stage:Stage IIA, alive, 1775 days
462.6
L831
0 years, female, stage:Stage IB, alive, 2152 days
462.5
L800
0 years, female, stage:Stage IA, dead, 2417 days
461.7
L493
0 years, female, stage:Stage IIB, alive, 2945 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.
RPSA 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
1116.4
Number of samples
489
Samples
Sample
Description
TPM
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
5202.3
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
4921.4
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
3784.6
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
3559.9
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
3536.1
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
3179.0
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
2920.0
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
2838.0
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
2798.8
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
2790.2
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
2731.6
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
2698.2
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
2590.4
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
2562.1
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
2557.6
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
2503.4
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
2484.9
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
2451.8
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
2430.7
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
2331.8
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
2279.9
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
2268.3
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
2261.4
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
2258.6
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
2251.6
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
2209.0
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
2145.3
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
2088.3
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
2078.0
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
2038.9
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
2028.6
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
2014.4
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
2012.7
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
1989.4
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1970.7
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
1952.6
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1940.7
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
1924.7
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
1913.4
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
1892.1
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
1872.4
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
1855.2
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
1845.2
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
1838.5
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
1837.0
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
1827.1
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
1811.9
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
1810.5
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
1771.9
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
1761.8
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
1756.0
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
1749.5
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
1706.6
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
1694.2
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1686.5
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
1679.3
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
1677.0
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
1670.8
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
1661.6
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
1654.9
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1643.6
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
1641.7
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
1633.1
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
1631.2
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
1583.7
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
1580.1
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
1576.8
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
1553.9
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
1553.4
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
1541.6
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
1524.8
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
1513.9
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
1489.8
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
1488.2
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
1477.7
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
1456.1
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
1452.3
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1450.6
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
1448.9
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
1448.7
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
1447.0
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
1443.1
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
1442.9
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
1433.2
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
1426.3
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
1421.9
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
1419.9
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
1408.2
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
1404.6
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
1395.4
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
1389.3
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
1387.2
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
1387.2
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1386.7
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
1383.6
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
1382.9
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
1381.5
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1380.7
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
1378.7
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
1378.5
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
1371.9
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
1366.5
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
1364.9
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
1364.6
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
1361.4
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
1361.3
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
1360.9
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
1357.2
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
1355.6
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
1353.7
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
1346.7
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
1345.9
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
1345.4
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
1343.6
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
1333.6
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
1328.8
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
1328.1
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
1320.0
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
1314.6
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
1312.7
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
1306.8
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
1306.6
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
1299.6
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1298.3
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
1296.6
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
1294.7
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
1294.1
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
1293.3
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
1287.4
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
1284.1
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
1277.0
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
1276.9
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1275.2
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
1274.5
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
1274.0
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1273.7
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
1272.0
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1270.8
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
1269.4
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
1265.4
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
1264.6
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
1261.9
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
1252.1
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
1249.8
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
1249.6
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
1246.6
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
1240.5
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1236.7
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
1234.7
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
1234.6
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1233.2
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
1229.8
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
1228.5
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
1227.4
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
1222.3
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
1218.5
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
1205.2
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
1198.1
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
1197.3
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
1191.5
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
1188.5
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
1186.7
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
1174.9
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
1171.3
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
1164.6
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
1164.0
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
1163.0
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
1160.0
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
1157.8
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
1151.5
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1145.6
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
1142.1
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
1141.9
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
1139.1
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
1129.1
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
1128.3
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1123.8
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
1123.4
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
1122.7
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
1122.4
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
1121.6
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
1121.4
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
1120.8
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
1120.7
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
1113.7
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
1110.9
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
1107.1
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
1106.8
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
1106.3
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
1105.3
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
1104.5
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
1104.0
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
1097.1
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
1094.7
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
1093.1
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
1091.4
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
1090.1
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
1087.7
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
1087.4
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
1084.3
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
1083.9
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1083.3
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
1083.2
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
1082.3
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
1081.6
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
1081.3
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1078.0
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
1076.0
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
1074.6
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
1071.3
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1063.3
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
1061.8
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
1059.6
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
1054.7
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
1052.9
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1049.7
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
1048.4
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
1044.7
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
1044.4
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
1042.3
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
1037.9
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
1033.7
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
1033.5
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
1031.4
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
1023.6
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
1021.6
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
1020.2
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
1017.7
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
1017.3
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
1016.2
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1006.0
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
1004.9
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
1000.6
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
1000.3
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
998.8
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
997.9
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
996.7
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
996.0
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
995.7
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
992.7
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
990.4
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
984.3
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
982.7
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
979.7
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
977.7
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
974.2
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
973.5
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
970.5
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
968.5
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
967.1
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
966.9
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
966.2
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
964.5
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
961.6
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
960.7
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
959.5
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
959.2
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
958.2
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
957.8
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
956.9
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
956.4
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
953.6
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
949.8
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
946.6
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
943.0
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
939.6
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
937.0
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
935.1
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
933.3
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
931.4
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
930.9
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
930.6
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
928.9
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
927.2
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
925.0
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
923.9
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
923.1
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
921.0
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
918.6
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
917.8
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
916.5
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
916.0
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
913.7
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
912.8
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
912.4
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
912.3
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
909.0
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
908.3
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
906.1
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
906.1
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
904.3
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
902.9
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
902.2
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
902.2
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
902.0
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
898.9
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
894.3
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
893.7
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
892.0
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
890.8
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
890.0
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
886.3
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
882.9
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
881.7
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
879.2
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
878.9
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
877.0
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
875.5
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
874.3
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
874.0
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
870.7
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
869.9
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
867.6
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
866.7
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
862.4
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
862.0
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
861.8
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
861.1
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
859.9
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
859.6
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
858.5
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
857.3
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
857.2
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
855.2
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
855.1
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
855.1
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
854.4
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
854.3
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
852.1
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
850.9
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
849.5
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
846.8
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
841.9
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
839.8
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
837.7
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
832.0
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
831.3
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
830.2
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
827.0
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
825.4
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
822.9
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
822.7
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
812.3
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
808.4
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
805.5
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
805.0
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
804.7
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
804.3
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
803.0
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
800.4
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
792.9
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
788.3
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
785.6
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
784.9
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
784.2
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
782.2
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
772.4
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
771.5
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
768.6
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
762.3
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
762.0
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
761.5
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
761.0
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
759.4
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
759.4
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
759.0
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
752.5
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
750.6
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
750.1
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
748.5
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
746.0
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
745.4
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
744.9
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
740.8
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
738.0
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
737.1
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
736.9
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
733.6
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
732.4
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
732.1
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
729.5
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
729.2
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
727.8
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
723.5
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
718.5
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
718.5
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
714.0
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
713.4
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
711.2
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
708.8
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
707.5
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
706.0
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
697.8
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
696.8
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
695.6
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
691.9
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
689.7
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
688.0
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
687.6
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
687.6
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
685.8
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
683.9
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
681.5
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
675.0
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
668.9
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
666.4
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
666.3
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
666.0
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
663.4
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
662.5
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
655.6
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
655.4
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
649.5
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
648.3
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
647.8
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
643.2
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
641.6
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
640.7
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
639.6
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
635.1
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
634.6
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
632.6
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
629.3
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
627.7
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
625.9
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
625.1
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
621.6
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
619.3
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
617.3
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
615.4
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
606.6
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
605.7
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
603.0
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
601.5
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
592.8
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
592.2
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
590.1
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
590.0
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
589.5
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
586.8
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
583.9
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
583.7
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
583.3
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
582.7
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
582.4
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
577.7
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
575.5
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
573.6
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
571.1
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
568.7
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
564.7
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
564.4
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
562.3
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
558.9
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
555.7
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
550.6
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
548.2
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
547.8
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
544.8
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
543.3
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
537.3
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
536.1
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
534.5
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
532.1
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
529.4
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
526.7
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
523.5
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
514.7
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
504.8
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
503.7
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
498.3
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
497.1
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
482.7
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
466.0
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
461.1
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
461.0
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
458.1
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
454.9
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
450.3
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
447.1
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
444.8
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
440.0
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
435.8
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
434.8
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
419.9
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
396.6
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
383.6
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
354.3
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPSA 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
710.0
Number of samples
68
Samples
Sample
Description
TPM
L642
0 years, male, stage:Stage IB, dead, 1167 days
1366.4
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
1301.5
L447
0 years, male, stage:Stage IIB, alive, 3203 days
1206.5
L539
0 years, male, stage:Stage IB, dead, 370 days
1170.3
L857
0 years, male, stage:Stage IB, dead, 226 days
1165.2
L739
0 years, female, stage:Stage IIIA, dead, 352 days
1122.3
L818
0 years, male, stage:Stage IB, alive, 2480 days
1119.4
L744
0 years, male, stage:Stage IA, alive, 1614 days
1106.4
L466
0 years, female, stage:Stage IIIA, dead, 412 days
1071.2
L650
0 years, female, stage:Stage IB, dead, 986 days
1063.0
L824
0 years, male, stage:Stage IA, dead, 665 days
1028.6
L881
0 years, male, stage:Stage IB, alive, 1752 days
1003.7
L496
0 years, male, stage:Stage IB, alive, 2761 days
958.9
L767
0 years, male, stage:Stage IA, alive, 1718 days
939.1
L457
0 years, female, stage:Stage IIA, alive, 2901 days
920.0
L592
0 years, male, stage:Stage IB, alive, 2368 days
904.5
L604
0 years, male, stage:Stage IIA, dead, 286 days
895.9
L586
0 years, male, stage:Stage IIA, dead, 784 days
883.7
L420
0 years, female, stage:Stage IIB, dead, 295 days
864.2
L723
0 years, male, stage:Stage IIA, dead, 433 days
856.7
L658
0 years, female, stage:Stage IIB, alive, 2083 days
775.8
L715
0 years, female, stage:Stage IIIA, dead, 150 days
772.4
L568
0 years, female, stage:Stage IIB, dead, 71 days
764.0
L483
0 years, male, stage:Stage IB, dead, 77 days
761.9
L655
0 years, male, stage:Stage IIA, dead, 1603 days
760.6
L820
0 years, female, stage:Stage IA, alive, 2405 days
760.4
L886
0 years, male, stage:Stage IB, dead, 1932 days
744.6
L459
0 years, male, stage:Stage IIA, alive, 3181 days
726.3
L608
0 years, male, stage:Stage IA, alive, 2350 days
678.5
L736
0 years, male, stage:Stage IA, dead, 1195 days
674.7
L755
0 years, male, stage:Stage IIA, dead, 227 days
670.3
L464
0 years, male, stage:Stage IB, dead, 1935 days
667.3
L854
0 years, female, stage:Stage IB, alive, 2256 days
645.8
L852
0 years, male, stage:Stage IB, dead, 700 days
645.1
L529
0 years, female, stage:Stage IA, alive, 2775 days
638.8
L472
0 years, male, stage:Stage IB, dead, 423 days
618.8
L488
0 years, female, stage:Stage IIA, alive, 2993 days
615.5
L633
0 years, female, stage:Stage IA, alive, 2102 days
607.8
L860
0 years, male, stage:Stage IA, alive, 2056 days
607.2
L753
0 years, male, stage:Stage IIA, alive, 1705 days
606.9
L712
0 years, male, stage:Stage IA, alive, 1698 days
602.4
L559
0 years, male, stage:Stage IIB, alive, 2615 days
601.5
L406
0 years, male, stage:Stage IA, alive, 3057 days
594.4
L468
0 years, male, stage:Stage IB, alive, 3004 days
589.8
L788
0 years, female, stage:Stage IA, alive, 3385 days
589.7
L456
0 years, male, stage:Stage IIA, dead, 1660 days
589.6
L444
0 years, female, stage:Stage IIB, alive, 3337 days
566.6
L490
0 years, male, stage:Stage IA, dead, 716 days
560.7
L747
0 years, female, stage:Stage IA, dead, 1112 days
554.6
L470
0 years, female, stage:Stage IB, dead, 1774 days
541.5
L661
0 years, male, stage:Stage IA, dead, 1123 days
540.7
L758
0 years, male, stage:Stage IA, dead, 1562 days
536.5
L652
0 years, male, stage:Stage IA, dead, 5 days
529.5
L644
0 years, male, stage:Stage IA, dead, 282 days
527.9
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
515.2
L534
0 years, male, stage:Stage IIA, alive, 2693 days
513.6
L685
0 years, female, stage:Stage IIB, alive, 1944 days
498.2
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
456.2
L442
0 years, female, stage:Stage IB, dead, 2433 days
452.2
L563
0 years, female, stage:Stage IIB, dead, 1216 days
423.6
L856
0 years, male, stage:Stage IA, dead, 1465 days
411.3
L760
0 years, male, stage:Stage IIA, alive, 1895 days
407.3
L858
0 years, female, stage:Stage IIB, dead, 558 days
386.7
L572
0 years, male, stage:Stage IA, alive, 2532 days
351.8
L864
0 years, female, stage:Stage IA, alive, 2192 days
337.9
L884
0 years, male, stage:Stage IIA, alive, 1627 days
322.1
L719
0 years, male, stage:Stage IB, alive, 1615 days
307.0
L756
0 years, male, stage:Stage IB, alive, 1796 days
281.9
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0105060003
Tumor
0.5
CPT0118620003
Tumor
0.5
CPT0105270003
Tumor
0.4
CPT0118340003
Tumor
0.4
CPT0090340003
Tumor
0.3
CPT0068800003
Tumor
0.3
CPT0011710004
Tumor
0.3
CPT0067450003
Tumor
0.3
CPT0011750003
Normal
0.3
CPT0000920017
Tumor
0.3
CPT0125830003
Normal
0.3
CPT0070060003
Tumor
0.2
CPT0008420003
Normal
0.2
CPT0090200003
Normal
0.2
CPT0147400003
Normal
0.2
CPT0148180004
Tumor
0.2
CPT0083780003
Tumor
0.2
CPT0097580003
Tumor
0.2
CPT0098130003
Tumor
0.2
CPT0090900004
Normal
0.2
CPT0118810003
Tumor
0.2
CPT0092530003
Tumor
0.2
CPT0052940004
Tumor
0.2
CPT0090860003
Tumor
0.2
CPT0067250003
Tumor
0.2
CPT0070080003
Normal
0.2
CPT0008450003
Tumor
0.2
CPT0147080004
Tumor
0.2
CPT0052170004
Tumor
0.2
CPT0105610003
Normal
0.2
CPT0001960003
Tumor
0.2
CPT0090170004
Tumor
0.2
CPT0105940003
Tumor
0.2
CPT0105680003
Normal
0.2
CPT0106110003
Tumor
0.2
CPT0147980004
Tumor
0.2
CPT0051690004
Tumor
0.2
CPT0112060003
Tumor
0.1
CPT0082850004
Tumor
0.1
CPT0091240003
Tumor
0.1
CPT0105230003
Tumor
0.1
CPT0092930003
Tumor
0.1
CPT0091860003
Tumor
0.1
CPT0001800013
Tumor
0.1
CPT0114840003
Tumor
0.1
CPT0147100003
Normal
0.1
CPT0001580009
Tumor
0.1
CPT0113210003
Tumor
0.1
CPT0067070003
Tumor
0.1
CPT0063810003
Tumor
0.1
CPT0105600003
Tumor
0.1
CPT0105980003
Normal
0.1
CPT0069360003
Tumor
0.1
CPT0069520003
Tumor
0.1
CPT0084140003
Tumor
0.1
CPT0013910003
Normal
0.1
CPT0118650003
Normal
0.1
CPT0001660013
Tumor
0.1
CPT0089340003
Tumor
0.1
CPT0104750003
Tumor
0.1
CPT0014860003
Tumor
0.1
CPT0091870003
Normal
0.1
CPT0067940003
Tumor
0.1
CPT0118010003
Normal
0.1
CPT0013880003
Tumor
0.1
CPT0083140003
Normal
0.1
CPT0090370003
Normal
0.1
CPT0053040004
Tumor
0.1
CPT0113990003
Tumor
0.1
CPT0021450003
Tumor
0.1
CPT0110890003
Normal
0.1
CPT0090700003
Tumor
0.1
CPT0109760003
Normal
0.1
CPT0105740003
Normal
0.1
CPT0118200003
Tumor
0.1
CPT0001690003
Normal
0.1
CPT0118360003
Normal
0.0
CPT0067770003
Normal
0.0
CPT0066930003
Normal
0.0
CPT0105010004
Normal
0.0
CPT0014290003
Normal
0.0
CPT0068130003
Normal
0.0
CPT0102480003
Normal
0.0
CPT0092240003
Tumor
0.0
CPT0067290003
Normal
0.0
CPT0082890003
Normal
0.0
CPT0105330003
Tumor
0.0
CPT0147380004
Tumor
0.0
CPT0105370004
Normal
0.0
CPT0114880003
Normal
0.0
CPT0125810003
Tumor
0.0
CPT0147880004
Tumor
0.0
CPT0105710003
Tumor
0.0
CPT0118160003
Tumor
0.0
CPT0147900003
Normal
0.0
CPT0105510003
Tumor
0.0
CPT0109740004
Tumor
0.0
CPT0067470004
Normal
0.0
CPT0083810003
Normal
0.0
CPT0084170003
Normal
0.0
CPT0083100003
Tumor
0.0
CPT0001970003
Normal
0.0
CPT0146980004
Tumor
0.0
CPT0092250003
Normal
0.0
CPT0090570004
Tumor
0.0
CPT0023310003
Tumor
0.0
CPT0014260003
Tumor
0.0
CPT0106100003
Normal
0.0
CPT0082770003
Normal
0.0
CPT0001380003
Tumor
0.0
CPT0118890003
Normal
0.0
CPT0104970003
Tumor
0.0
CPT0148200003
Normal
0.0
CPT0110980004
Tumor
0.0
CPT0011930003
Normal
0.0
CPT0105550003
Normal
0.0
CPT0001590003
Normal
0.0
CPT0079850003
Normal
0.0
CPT0066780003
Tumor
0.0
CPT0091260003
Normal
0.0
CPT0114660004
Tumor
0.0
CPT0097600003
Normal
0.0
CPT0069720003
Normal
0.0
CPT0147480004
Tumor
0.0
CPT0015410003
Tumor
0.0
CPT0000930003
Normal
0.0
CPT0105630003
Tumor
0.0
CPT0086750003
Tumor
0.0
CPT0102450003
Tumor
0.0
CPT0086770003
Normal
0.0
CPT0118830003
Normal
0.0
CPT0015420003
Normal
0.0
CPT0068830003
Normal
0.0
CPT0090600003
Normal
0.0
CPT0109680004
Tumor
0.0
CPT0118570003
Tumor
0.0
CPT0068610003
Tumor
-0.1
CPT0113220003
Normal
-0.1
CPT0069700003
Tumor
-0.1
CPT0109710003
Normal
-0.1
CPT0115070003
Tumor
-0.1
CPT0068100003
Tumor
-0.1
CPT0008410003
Tumor
-0.1
CPT0067950003
Normal
-0.1
CPT0066890003
Tumor
-0.1
CPT0148100003
Normal
-0.1
CPT0147500003
Normal
-0.1
CPT0067620003
Tumor
-0.1
CPT0083420003
Normal
-0.1
CPT0118180003
Normal
-0.1
CPT0147000003
Normal
-0.1
CPT0067110003
Normal
-0.1
CPT0148300003
Normal
-0.1
CPT0092940003
Normal
-0.1
CPT0001060010
Tumor
-0.1
CPT0109700003
Normal
-0.1
CPT0086310003
Tumor
-0.1
CPT0146800003
Normal
-0.1
CPT0104650003
Normal
-0.1
CPT0105190003
Normal
-0.1
CPT0066810003
Normal
-0.1
CPT0148000003
Normal
-0.1
CPT0086320003
Normal
-0.1
CPT0013600003
Tumor
-0.1
CPT0117970003
Tumor
-0.1
CPT0063750003
Normal
-0.1
CPT0001070003
Normal
-0.1
CPT0114690003
Normal
-0.1
CPT0063840003
Normal
-0.1
CPT0082740004
Tumor
-0.1
CPT0089360003
Normal
-0.1
CPT0118880003
Tumor
-0.1
CPT0115090003
Normal
-0.1
CPT0069370003
Normal
-0.1
CPT0014930003
Normal
-0.1
CPT0118240003
Normal
-0.1
CPT0001390003
Normal
-0.1
CPT0147600003
Normal
-0.1
CPT0090720003
Normal
-0.1
CPT0105250003
Normal
-0.1
CPT0109720004
Tumor
-0.1
CPT0112080003
Normal
-0.1
CPT0111480003
Normal
-0.1
CPT0104630003
Tumor
-0.1
CPT0147580004
Tumor
-0.1
CPT0146880004
Tumor
-0.1
CPT0146780004
Tumor
-0.2
CPT0023320003
Normal
-0.2
CPT0104760003
Normal
-0.2
CPT0109830004
Tumor
-0.2
CPT0109850003
Normal
-0.2
CPT0011910004
Tumor
-0.2
CPT0021490003
Normal
-0.2
CPT0111590003
Normal
-0.2
CPT0069550003
Normal
-0.2
CPT0079830003
Tumor
-0.2
CPT0146700003
Normal
-0.2
CPT0083390004
Tumor
-0.2
CPT0111300003
Tumor
-0.2
CPT0001810003
Normal
-0.2
CPT0114010003
Normal
-0.2
CPT0063730003
Tumor
-0.2
CPT0110860004
Tumor
-0.2
CPT0118600003
Normal
-0.2
CPT0013630003
Normal
-0.2
CPT0146600003
Normal
-0.2
CPT0068650003
Normal
-0.3
CPT0055100004
Tumor
-0.3
CPT0146680004
Tumor
-0.3
CPT0148280004
Tumor
-0.3
CPT0062810003
Normal
-0.4
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0197090003
Tumor
0.5
CPT0083980003
Tumor
0.4
CPT0204820003
Normal
0.4
CPT0146380004
Tumor
0.4
CPT0146480004
Tumor
0.4
CPT0183250004
Tumor
0.3
CPT0069900003
Normal
0.3
CPT0197740003
Tumor
0.3
CPT0191860003
Tumor
0.3
CPT0245830003
Tumor
0.3
CPT0102790003
Tumor
0.3
CPT0197210003
Tumor
0.3
CPT0204990003
Tumor
0.3
CPT0091820003
Tumor
0.3
CPT0238110004
Tumor
0.3
CPT0104360003
Tumor
0.3
CPT0136640003
Tumor
0.3
CPT0091050003
Tumor
0.3
CPT0237690004
Tumor
0.3
CPT0227400003
Tumor
0.3
CPT0079050003
Tumor
0.3
CPT0147680004
Tumor
0.3
CPT0233320003
Tumor
0.3
CPT0237760003
Tumor
0.2
CPT0223820003
Normal
0.2
CPT0063430003
Tumor
0.2
CPT0175260003
Tumor
0.2
CPT0130270003
Tumor
0.2
CPT0104930003
Tumor
0.2
CPT0130030003
Tumor
0.2
CPT0117720003
Tumor
0.2
CPT0098800003
Normal
0.2
CPT0079100003
Tumor
0.2
CPT0217420003
Tumor
0.2
CPT0223790003
Tumor
0.2
CPT0197150003
Tumor
0.2
CPT0209020004
Tumor
0.2
CPT0197100003
Normal
0.2
CPT0209490003
Tumor
0.2
CPT0237550004
Tumor
0.2
CPT0219360003
Tumor
0.2
CPT0175390003
Tumor
0.2
CPT0010050003
Tumor
0.2
CPT0175120003
Tumor
0.2
CPT0245780003
Tumor
0.2
CPT0236420003
Tumor
0.2
CPT0115830003
Tumor
0.2
CPT0068280003
Tumor
0.2
CPT0202020008
Tumor
0.2
CPT0204600003
Tumor
0.2
CPT0023470003
Tumor
0.2
CPT0221200003
Tumor
0.2
CPT0186130003
Tumor
0.2
CPT0175560003
Tumor
0.2
CPT0237200004
Tumor
0.2
CPT0126740003
Tumor
0.2
CPT0111150004
Tumor
0.2
CPT0130410003
Tumor
0.2
CPT0196810003
Tumor
0.1
CPT0234790003
Tumor
0.1
CPT0221650003
Tumor
0.1
CPT0237060004
Tumor
0.1
CPT0232670003
Tumor
0.1
CPT0126670003
Tumor
0.1
CPT0202530004
Tumor
0.1
CPT0208770003
Tumor
0.1
CPT0175410003
Normal
0.1
CPT0086260003
Tumor
0.1
CPT0218280003
Tumor
0.1
CPT0175270003
Normal
0.1
CPT0237410004
Tumor
0.1
CPT0105420003
Tumor
0.1
CPT0191930003
Normal
0.1
CPT0001020003
Tumor
0.1
CPT0197380003
Normal
0.1
CPT0202580004
Normal
0.1
CPT0112720003
Tumor
0.1
CPT0234930004
Tumor
0.1
CPT0108560003
Tumor
0.1
CPT0191710003
Tumor
0.1
CPT0195510003
Tumor
0.1
CPT0126830003
Normal
0.1
CPT0202400004
Normal
0.1
CPT0202170003
Tumor
0.1
CPT0202720003
Tumor
0.1
CPT0204800003
Tumor
0.1
CPT0233330003
Normal
0.1
CPT0112580003
Tumor
0.1
CPT0087190003
Tumor
0.1
CPT0112540003
Tumor
0.1
CPT0245880003
Tumor
0.1
CPT0112600003
Normal
0.1
CPT0233120003
Tumor
0.1
CPT0233600003
Tumor
0.1
CPT0007740003
Tumor
0.1
CPT0190550003
Tumor
0.0
CPT0227420003
Normal
0.0
CPT0128890003
Tumor
0.0
CPT0186180003
Tumor
0.0
CPT0123370003
Normal
0.0
CPT0126530003
Tumor
0.0
CPT0089880003
Tumor
0.0
CPT0207210003
Tumor
0.0
CPT0105430003
Normal
0.0
CPT0126390003
Tumor
0.0
CPT0217490003
Normal
0.0
CPT0063480003
Tumor
0.0
CPT0098770003
Tumor
0.0
CPT0237970004
Tumor
0.0
CPT0221660003
Normal
0.0
CPT0225380003
Tumor
0.0
CPT0126810003
Tumor
0.0
CPT0234560003
Tumor
0.0
CPT0218310003
Normal
0.0
CPT0202220004
Normal
0.0
CPT0192590004
Normal
0.0
CPT0146400003
Normal
0.0
CPT0091620003
Normal
0.0
CPT0221220003
Normal
0.0
CPT0245790003
Normal
0.0
CPT0186210003
Normal
0.0
CPT0064050003
Normal
0.0
CPT0090440003
Tumor
0.0
CPT0147180004
Tumor
0.0
CPT0010060003
Normal
0.0
CPT0063500003
Normal
0.0
CPT0227020003
Tumor
0.0
CPT0108600003
Normal
0.0
CPT0236430003
Normal
0.0
CPT0202350004
Tumor
0.0
CPT0222730003
Tumor
0.0
CPT0123350003
Tumor
0.0
CPT0126450003
Tumor
0.0
CPT0222740003
Normal
0.0
CPT0241170003
Tumor
0.0
CPT0112650003
Tumor
0.0
CPT0101130003
Tumor
0.0
CPT0233160003
Normal
0.0
CPT0112660003
Normal
0.0
CPT0126470003
Normal
-0.1
CPT0202740003
Normal
-0.1
CPT0205000003
Normal
-0.1
CPT0187370003
Tumor
-0.1
CPT0104380003
Normal
-0.1
CPT0237570003
Normal
-0.1
CPT0069890003
Tumor
-0.1
CPT0219390003
Normal
-0.1
CPT0237710003
Normal
-0.1
CPT0087210003
Normal
-0.1
CPT0225470003
Normal
-0.1
CPT0233640003
Normal
-0.1
CPT0195520003
Normal
-0.1
CPT0083990003
Normal
-0.1
CPT0192540004
Tumor
-0.1
CPT0111000004
Normal
-0.1
CPT0091610003
Tumor
-0.1
CPT0202040003
Normal
-0.1
CPT0197860003
Normal
-0.1
CPT0147700003
Normal
-0.1
CPT0234580003
Normal
-0.1
CPT0117770003
Normal
-0.1
CPT0126760003
Normal
-0.1
CPT0115860003
Normal
-0.1
CPT0232690003
Normal
-0.1
CPT0136660003
Normal
-0.1
CPT0146500003
Normal
-0.1
CPT0023500003
Normal
-0.1
CPT0001030003
Normal
-0.1
CPT0126400003
Normal
-0.1
CPT0128900003
Normal
-0.1
CPT0068320003
Normal
-0.1
CPT0130440004
Normal
-0.1
CPT0112730003
Normal
-0.1
CPT0208780003
Normal
-0.1
CPT0079110003
Normal
-0.1
CPT0227070003
Normal
-0.1
CPT0237430003
Normal
-0.1
CPT0237080003
Normal
-0.2
CPT0197480003
Tumor
-0.2
CPT0102840003
Normal
-0.2
CPT0197520003
Normal
-0.2
CPT0130070003
Normal
-0.2
CPT0183270003
Normal
-0.2
CPT0245890003
Normal
-0.2
CPT0196820003
Normal
-0.2
CPT0063440003
Normal
-0.2
CPT0091090003
Normal
-0.2
CPT0237780003
Normal
-0.2
CPT0237210003
Normal
-0.2
CPT0079060003
Normal
-0.2
CPT0207250003
Normal
-0.2
CPT0234820003
Normal
-0.2
CPT0064040003
Tumor
-0.2
CPT0204660003
Normal
-0.2
CPT0238130003
Normal
-0.2
CPT0197170003
Normal
-0.2
CPT0186140003
Normal
-0.2
CPT0209040003
Normal
-0.2
CPT0241210003
Normal
-0.2
CPT0209510003
Normal
-0.2
CPT0104950003
Normal
-0.2
CPT0007760003
Normal
-0.2
CPT0187380003
Normal
-0.2
CPT0086270003
Normal
-0.3
CPT0130310003
Normal
-0.3
CPT0234950004
Normal
-0.3
CPT0245840003
Normal
-0.3
CPT0175160003
Normal
-0.3
CPT0147200003
Normal
-0.3
CPT0112550003
Normal
-0.4
CPT0237990003
Normal
-0.4
CPT0191750003
Normal
-0.4
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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.