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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.
RPS27A 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
1140.3
Number of samples
497
Samples
Sample
Description
TPM
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
4039.7
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
3852.3
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
2762.5
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
2710.1
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
2707.1
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
2661.5
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
2591.1
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
2512.4
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
2459.3
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
2442.0
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
2408.7
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
2363.4
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
2341.0
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
2324.3
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
2287.0
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
2229.5
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
2219.2
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
2205.3
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
2198.8
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
2194.3
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
2161.0
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
2128.1
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
2095.3
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
2051.9
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
2039.4
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
1981.4
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
1953.5
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
1892.5
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
1888.0
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
1882.5
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
1866.9
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
1857.8
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
1840.5
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
1822.3
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
1819.0
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1814.2
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
1799.9
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
1778.1
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
1759.0
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
1755.6
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
1753.3
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
1753.1
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
1738.6
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
1735.4
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
1734.0
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
1728.0
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
1712.9
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
1706.5
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
1678.1
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
1670.7
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
1663.0
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
1628.5
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
1623.3
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1616.3
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
1611.5
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
1599.1
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
1595.3
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
1594.7
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
1582.6
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
1573.4
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
1570.1
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
1567.1
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
1564.1
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
1563.0
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
1551.1
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
1547.6
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
1546.5
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
1542.1
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
1536.8
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
1532.1
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
1528.7
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
1519.4
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
1513.7
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
1512.8
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
1509.1
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
1493.8
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
1491.7
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
1462.6
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1462.3
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
1451.0
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
1445.0
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
1441.3
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
1423.9
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
1417.4
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
1406.4
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
1398.4
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
1390.0
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
1388.8
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
1385.9
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
1385.7
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
1381.8
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
1379.4
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
1373.1
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
1367.6
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
1365.9
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
1365.9
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
1356.7
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
1355.1
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
1351.0
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
1350.8
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
1350.7
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
1348.6
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
1346.8
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
1346.5
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
1335.1
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
1333.0
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
1330.2
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
1327.3
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
1326.8
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
1326.6
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1326.1
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
1324.3
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
1319.4
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
1317.6
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
1317.6
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1309.0
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
1306.0
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
1301.4
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
1298.8
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
1297.9
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
1293.7
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1293.5
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
1293.3
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
1293.1
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1292.9
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
1287.6
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
1285.2
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
1284.6
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
1277.5
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1277.1
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
1275.6
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
1272.3
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
1266.5
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
1265.2
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1264.9
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
1264.8
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
1258.6
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
1258.5
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
1248.2
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
1246.1
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
1245.2
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
1244.4
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
1242.5
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1239.0
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
1235.9
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
1229.7
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
1229.0
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
1228.5
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
1226.1
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
1225.6
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1224.7
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1221.9
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
1220.2
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
1219.4
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
1218.2
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
1215.7
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1215.3
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1214.9
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1213.7
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1209.7
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
1208.6
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
1206.9
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1206.5
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1202.9
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
1202.2
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
1201.7
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
1199.3
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
1194.0
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
1192.3
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1191.0
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
1189.8
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
1184.9
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
1182.8
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
1182.3
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1180.8
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
1179.0
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
1178.7
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
1177.9
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
1176.6
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
1176.0
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
1172.6
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
1166.0
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
1164.5
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1158.0
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1157.9
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
1157.8
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1157.4
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
1157.0
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1156.1
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
1154.7
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
1154.4
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
1154.0
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
1154.0
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
1152.6
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
1150.4
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1147.8
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
1147.5
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
1141.9
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
1141.6
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
1141.0
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
1139.8
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
1139.8
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
1138.6
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
1135.9
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
1135.7
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
1134.6
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
1133.7
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
1132.1
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
1128.4
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
1118.7
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1118.6
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
1118.0
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
1116.1
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
1114.0
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
1110.4
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
1109.5
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
1107.6
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
1105.8
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
1103.5
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
1100.7
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
1099.9
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
1099.6
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
1098.9
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
1098.6
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
1097.6
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1095.7
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
1095.7
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
1093.7
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
1091.4
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
1089.5
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
1087.2
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
1087.0
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
1086.2
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
1082.4
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
1081.5
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
1074.1
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
1070.6
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1069.1
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
1065.2
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
1064.3
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1064.0
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
1059.9
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
1059.8
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1058.2
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
1056.5
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
1053.8
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
1052.9
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
1050.4
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
1049.2
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
1047.5
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
1047.1
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
1047.0
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
1046.7
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
1044.7
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1042.3
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
1042.2
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1042.0
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1041.4
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
1039.3
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
1037.8
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
1034.6
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
1033.7
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
1032.4
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1025.1
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
1024.9
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
1024.1
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
1023.5
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1021.7
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
1021.6
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
1021.4
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
1020.6
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
1018.2
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
1009.3
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
1009.1
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
1006.7
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1006.5
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
1004.2
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
1002.5
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
1000.6
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
999.6
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
997.3
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
996.4
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
995.6
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
994.8
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
994.5
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
994.2
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
993.3
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
992.7
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
992.4
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
990.6
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
990.0
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
988.8
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
988.2
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
987.0
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
985.8
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
985.1
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
984.1
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
983.7
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
982.8
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
982.6
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
981.8
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
981.3
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
980.7
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
980.6
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
979.8
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
979.3
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
979.1
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
978.5
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
976.7
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
975.3
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
974.7
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
973.3
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
967.3
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
967.2
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
961.7
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
961.5
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
958.4
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
958.2
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
951.5
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
951.2
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
951.1
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
949.5
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
949.4
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
949.3
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
949.0
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
945.2
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
943.5
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
941.4
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
941.2
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
941.2
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
940.2
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
940.0
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
939.0
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
936.8
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
935.1
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
934.9
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
933.3
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
932.2
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
932.1
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
932.1
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
932.0
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
930.8
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
928.8
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
924.2
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
922.8
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
921.9
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
920.2
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
919.7
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
913.9
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
911.3
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
906.5
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
901.5
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
901.4
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
901.1
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
898.5
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
897.5
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
891.5
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
887.6
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
885.8
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
885.8
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
884.4
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
883.9
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
883.7
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
882.1
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
878.8
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
878.4
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
877.2
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
877.1
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
875.3
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
874.9
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
871.8
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
871.1
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
870.2
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
869.6
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
868.2
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
868.1
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
864.0
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
860.8
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
859.4
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
856.9
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
854.8
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
854.2
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
853.0
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
847.7
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
842.8
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
840.5
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
833.3
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
833.0
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
828.6
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
824.8
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
824.7
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
820.9
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
820.4
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
820.2
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
818.7
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
818.7
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
812.1
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
811.5
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
810.3
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
806.8
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
806.6
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
806.3
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
805.0
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
804.8
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
803.6
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
802.9
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
802.4
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
794.4
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
787.9
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
785.8
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
785.3
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
784.7
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
780.1
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
780.1
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
778.6
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
778.4
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
776.5
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
775.6
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
772.1
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
769.6
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
768.4
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
767.7
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
766.8
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
761.0
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
757.9
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
756.5
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
755.5
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
753.8
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
753.0
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
751.7
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
750.8
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
748.0
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
746.9
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
744.1
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
742.7
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
739.5
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
738.5
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
735.2
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
732.6
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
731.8
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
729.4
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
722.0
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
719.7
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
719.3
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
717.1
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
709.8
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
709.2
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
707.6
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
704.3
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
702.1
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
697.6
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
697.5
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
696.8
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
695.3
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
694.2
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
687.1
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
683.7
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
682.4
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
669.2
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
667.5
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
661.5
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
657.0
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
655.9
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
653.4
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
652.0
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
649.9
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
644.2
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
643.0
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
640.5
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
636.0
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
633.4
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
631.7
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
631.1
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
630.4
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
626.0
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
622.4
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
617.3
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
610.6
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
608.0
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
604.6
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
599.7
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
595.3
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
593.5
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
592.0
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
585.0
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
583.3
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
554.9
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
536.8
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
535.0
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
527.9
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
495.0
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
485.0
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
484.3
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
469.0
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
451.0
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
429.4
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 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.
RPS27A 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
1302.6
Number of samples
105
Samples
Sample
Description
TPM
L851
0 years, male, stage:Stage IB, dead, 1315 days
3259.7
L616
0 years, male, stage:Stage IA, dead, 410 days
2677.8
L462
0 years, male, stage:Stage IIIA, dead, 568 days
2336.7
L850
0 years, male, stage:Stage IIIA, dead, 997 days
2183.9
L683
0 years, female, stage:Stage IIA, dead, 612 days
2133.0
L551
0 years, male, stage:Stage IA, alive, 2924 days
2121.9
L473
0 years, female, stage:Stage IA, alive, 3021 days
2091.5
L561
0 years, female, stage:Stage IA, alive, 2543 days
1905.4
L773
0 years, female, stage:Stage IV, dead, 311 days
1823.5
L557
0 years, female, stage:Stage IB, alive, 2580 days
1790.7
L682
0 years, female, stage:Stage IIB, dead, 840 days
1785.0
L662
0 years, male, stage:Stage IA, dead, 865 days
1774.4
L791
0 years, female, stage:Stage IIIA, dead, 368 days
1747.1
L458
0 years, female, stage:Stage IA, dead, 223 days
1738.4
L439
0 years, male, stage:Stage IIB, dead, 2773 days
1684.1
L867
0 years, female, stage:Stage IIIA, dead, 317 days
1665.4
L601
0 years, male, stage:Stage IB, dead, 2068 days
1648.4
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
1618.5
L877
0 years, female, stage:Stage IA, alive, 1599 days
1613.5
L731
0 years, female, stage:Stage IA, dead, 964 days
1602.1
L875
0 years, female, stage:Stage IA, alive, 1675 days
1558.4
L593
0 years, male, stage:Stage IA, dead, 2436 days
1520.6
L890
0 years, female, stage:Stage IIB, dead, 1264 days
1519.1
L603
0 years, female, stage:Stage IB, dead, 972 days
1504.5
L842
0 years, female, stage:Stage IB, alive, 2005 days
1502.4
L782
0 years, female, stage:Stage IIB, alive, 3371 days
1492.3
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
1486.9
L602
0 years, female, stage:Stage IA, alive, 2277 days
1469.8
L872
0 years, female, stage:Stage IA, alive, 1793 days
1466.5
L710
0 years, female, stage:Stage IIA, alive, 1775 days
1457.2
L816
0 years, female, stage:Stage IIA, dead, 353 days
1409.1
L703
0 years, male, stage:Stage IIA, dead, 1137 days
1361.8
L828
0 years, female, stage:Stage IIB, alive, 2222 days
1356.8
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
1350.5
L605
0 years, female, stage:Stage IA, alive, 2460 days
1347.9
L484
0 years, female, stage:Stage IA, alive, 2895 days
1347.2
L546
0 years, male, stage:Stage IA, dead, 973 days
1346.3
L829
0 years, male, stage:Stage IA, alive, 2173 days
1341.5
L630
0 years, female, stage:Stage IA, dead, 1733 days
1337.7
L613
0 years, male, stage:Stage IIIA, dead, 19 days
1330.6
L746
0 years, female, stage:Stage IIIA, dead, 594 days
1321.3
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
1314.8
L688
0 years, male, stage:Stage IIIA, dead, 789 days
1305.8
L565
0 years, female, stage:Stage IB, dead, 543 days
1297.8
L446
0 years, female, stage:Stage IIB, dead, 415 days
1295.7
L620
0 years, female, stage:Stage IIIA, dead, 338 days
1291.1
L766
0 years, male, stage:Stage IB, alive, 1793 days
1284.8
L689
0 years, male, stage:Stage IA, alive, 1943 days
1283.5
L656
0 years, male, stage:Stage IA, alive, 2227 days
1282.7
L871
0 years, male, stage:Stage IB, dead, 873 days
1272.9
L885
0 years, female, stage:Stage IA, alive, 1618 days
1266.4
L569
0 years, female, stage:Stage IA, alive, 2531 days
1261.5
L827
0 years, male, stage:Stage IIB, dead, 1105 days
1254.0
L673
0 years, female, stage:Stage IA, dead, 568 days
1230.3
L749
0 years, female, stage:Stage IIIA, dead, 189 days
1229.8
L663
0 years, female, stage:Stage IB, alive, 2018 days
1220.7
L493
0 years, female, stage:Stage IIB, alive, 2945 days
1220.6
L768
0 years, male, stage:Stage IIIA, dead, 472 days
1218.3
L532
0 years, female, stage:Stage IA, dead, 301 days
1203.9
L826
0 years, female, stage:Stage IV, dead, 935 days
1182.2
L638
0 years, male, stage:Stage IA, alive, 2076 days
1165.9
L531
0 years, male, stage:Stage IB, dead, 928 days
1153.5
L865
0 years, female, stage:Stage IIB, alive, 1927 days
1146.0
L887
0 years, male, stage:Stage IA, dead, 374 days
1143.9
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
1139.9
L617
0 years, male, stage:Stage IIIA, dead, 238 days
1138.6
L873
0 years, female, stage:Stage IA, alive, 1740 days
1134.7
L738
0 years, female, stage:Stage IB, dead, 1314 days
1107.9
L530
0 years, female, stage:Stage IIA, dead, 308 days
1088.9
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
1087.9
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
1083.4
L810
0 years, female, stage:Stage IIIA, dead, 625 days
1078.6
L413
0 years, female, stage:Stage IIIA, dead, 313 days
1059.9
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
1057.9
L874
0 years, female, stage:Stage IIIA, alive, 1733 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.
RPS27A 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
1685.7
Number of samples
489
Samples
Sample
Description
TPM
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
5531.8
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
5271.2
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
4946.3
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
4937.6
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
4691.5
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
4159.3
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
4130.6
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
3905.7
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
3804.4
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
3765.8
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
3613.4
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
3494.1
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
3466.9
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
3271.7
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
3220.4
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
3210.3
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
3199.5
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
3109.3
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
3029.2
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
2937.7
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
2884.7
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
2882.7
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
2865.7
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
2860.7
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
2854.1
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
2833.1
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
2809.3
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
2800.4
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
2798.6
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
2787.4
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
2741.7
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
2735.3
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
2731.8
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
2721.9
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
2707.9
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
2690.2
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
2688.7
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
2684.7
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
2661.7
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
2644.5
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
2617.4
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
2592.7
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
2568.0
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
2540.3
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
2519.1
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
2511.7
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
2510.1
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
2483.5
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
2479.7
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
2475.7
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
2472.6
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
2469.1
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
2468.8
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
2468.6
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
2463.8
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
2453.8
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
2437.1
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
2435.9
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
2426.4
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
2424.3
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
2405.8
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
2388.0
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
2377.6
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
2373.4
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
2357.5
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
2351.1
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
2345.3
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
2343.6
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
2340.9
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
2336.5
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
2308.2
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
2293.5
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
2292.8
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
2287.3
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
2282.0
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
2277.9
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
2271.5
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
2262.7
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
2258.8
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
2256.1
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
2241.3
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
2230.8
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
2224.8
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
2224.7
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
2219.7
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
2218.5
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
2204.4
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
2197.1
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
2196.8
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
2194.8
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
2194.0
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
2192.8
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
2167.4
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
2162.0
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
2160.2
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
2156.5
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
2150.2
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
2144.4
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
2135.3
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
2125.7
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
2120.1
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
2113.7
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
2112.3
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
2096.6
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
2095.3
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
2087.4
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
2087.0
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
2082.2
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
2075.6
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
2071.2
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
2069.4
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
2054.9
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
2050.5
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
2035.4
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
2030.1
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
2024.8
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
2023.6
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
2014.2
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
2009.6
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
2006.5
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
2006.2
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
2003.3
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
2001.7
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
2000.5
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1991.9
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
1986.0
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
1985.3
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
1978.1
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
1971.7
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
1970.6
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
1958.8
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
1951.8
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
1948.8
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
1939.9
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
1938.6
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
1935.3
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
1933.4
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
1930.3
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
1925.2
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
1913.1
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
1912.9
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
1911.8
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
1906.8
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
1903.4
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
1900.6
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
1896.6
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
1877.2
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
1873.8
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
1863.1
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
1852.8
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
1851.0
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
1842.3
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
1842.1
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
1840.4
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
1839.5
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
1835.7
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
1827.7
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
1825.8
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
1825.0
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
1818.6
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
1810.9
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
1803.4
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
1803.3
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
1797.7
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1797.5
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
1792.3
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
1789.2
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
1784.6
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1783.4
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
1782.6
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1778.5
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
1774.1
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
1768.1
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
1763.7
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
1760.1
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
1758.3
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1755.9
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
1753.8
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
1753.7
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
1752.6
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
1752.1
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
1750.2
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
1750.0
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
1744.1
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
1742.7
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
1739.0
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
1738.1
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
1736.5
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
1735.9
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
1732.5
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
1731.1
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
1729.4
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
1721.9
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
1715.4
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
1709.0
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
1706.7
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
1704.2
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
1701.3
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
1699.3
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
1697.5
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
1697.4
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
1690.5
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
1686.4
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
1686.3
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1682.7
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
1680.4
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
1679.9
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
1669.8
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
1667.5
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
1663.9
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
1658.7
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
1658.7
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1658.7
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
1656.6
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1654.6
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
1646.0
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
1645.9
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
1645.5
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
1640.8
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1637.4
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
1632.0
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
1627.5
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
1626.0
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
1623.7
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
1623.2
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
1622.8
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
1622.4
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
1616.6
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
1614.7
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
1608.4
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1605.7
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
1603.8
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
1602.5
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
1601.8
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
1595.0
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1594.4
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
1593.1
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1591.9
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
1585.4
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
1582.3
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
1577.4
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
1576.8
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
1575.9
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
1572.5
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1570.8
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
1569.4
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1560.2
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
1556.8
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
1537.4
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
1535.1
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
1534.2
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
1532.3
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1530.1
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
1528.5
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
1526.6
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
1524.2
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
1521.1
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
1516.7
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
1511.6
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
1511.1
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
1505.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
1502.4
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
1500.7
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
1500.0
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
1498.2
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
1497.2
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
1496.4
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
1495.0
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
1493.9
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1493.4
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
1492.5
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
1489.0
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
1486.1
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1481.1
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
1476.8
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
1475.9
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
1473.4
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1471.5
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
1466.8
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
1466.2
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
1465.7
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
1465.2
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
1463.7
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1462.9
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
1462.0
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
1461.9
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1460.9
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
1460.4
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
1451.8
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
1451.2
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
1449.1
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
1448.0
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
1446.3
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
1445.6
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
1444.1
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
1432.1
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1426.4
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
1426.3
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
1423.8
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
1421.8
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
1421.8
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
1410.0
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
1400.5
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
1400.0
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
1397.9
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
1395.5
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
1394.3
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
1392.6
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
1379.2
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
1376.6
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
1374.4
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
1374.0
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
1373.1
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
1372.9
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
1372.6
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
1372.2
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
1371.8
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
1368.3
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
1366.9
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
1364.7
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
1360.5
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
1351.4
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
1349.1
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
1347.3
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
1343.7
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
1339.5
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
1335.8
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1334.7
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
1331.2
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
1329.0
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
1324.9
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1319.4
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1317.4
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
1315.1
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
1310.7
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
1309.9
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
1307.7
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1304.5
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
1301.5
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
1297.0
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
1294.4
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
1291.4
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1290.5
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
1289.3
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
1285.6
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
1280.3
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
1273.6
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1271.4
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
1263.3
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
1261.9
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
1258.3
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
1253.5
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
1252.2
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
1251.4
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
1251.1
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
1249.0
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
1243.1
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
1238.7
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
1229.9
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
1229.6
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1224.4
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1222.3
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
1220.6
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
1218.2
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
1217.5
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
1217.1
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
1213.7
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
1211.0
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
1209.3
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
1201.9
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
1198.0
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
1196.6
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1196.6
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
1195.4
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
1192.6
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
1192.3
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
1190.7
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
1185.7
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
1183.6
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
1183.2
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
1179.1
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
1177.4
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
1175.8
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
1174.5
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
1174.1
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
1173.4
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
1169.4
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1166.8
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
1164.5
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
1162.4
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
1157.4
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
1156.8
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
1156.0
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
1153.9
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
1153.0
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
1145.2
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
1141.1
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
1136.8
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
1126.9
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1124.5
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
1113.0
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
1101.2
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
1099.6
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1095.3
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
1089.3
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
1085.7
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
1083.3
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
1076.2
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
1073.7
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
1073.4
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
1068.7
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
1065.5
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
1065.4
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
1052.5
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
1045.0
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
1045.0
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
1043.0
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
1041.1
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
1039.7
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
1038.1
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
1037.9
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
1037.1
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
1030.2
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
1024.2
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
1015.0
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
1012.7
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
1008.6
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
1006.9
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
1003.6
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
1002.5
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
1001.6
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
1001.6
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
1000.5
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
999.8
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
996.4
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
993.0
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
991.1
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
988.4
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
988.2
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
988.0
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
981.3
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
977.3
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
964.9
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
939.7
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
939.7
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
929.8
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
927.6
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
927.5
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
923.4
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
921.3
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
919.0
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
918.4
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
916.8
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
916.0
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
910.9
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
905.5
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
903.3
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
898.2
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
887.4
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
887.4
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
878.5
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
873.9
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
866.6
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
864.0
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
860.2
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
829.0
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
823.5
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
821.1
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
810.9
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
803.7
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
791.6
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
784.9
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
778.0
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
764.0
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
762.5
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
757.6
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
738.6
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
730.7
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
720.7
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
698.1
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
679.2
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
673.8
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
671.3
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
669.6
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
644.7
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
644.0
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
601.5
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
542.5
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 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.
RPS27A 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
1570.3
Number of samples
68
Samples
Sample
Description
TPM
L608
0 years, male, stage:Stage IA, alive, 2350 days
4549.6
L447
0 years, male, stage:Stage IIB, alive, 3203 days
3613.3
L739
0 years, female, stage:Stage IIIA, dead, 352 days
3410.1
L457
0 years, female, stage:Stage IIA, alive, 2901 days
3012.2
L857
0 years, male, stage:Stage IB, dead, 226 days
2832.1
L854
0 years, female, stage:Stage IB, alive, 2256 days
2626.6
L736
0 years, male, stage:Stage IA, dead, 1195 days
2522.4
L466
0 years, female, stage:Stage IIIA, dead, 412 days
2364.3
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
2275.9
L852
0 years, male, stage:Stage IB, dead, 700 days
2199.9
L604
0 years, male, stage:Stage IIA, dead, 286 days
2177.3
L468
0 years, male, stage:Stage IB, alive, 3004 days
2082.9
L444
0 years, female, stage:Stage IIB, alive, 3337 days
1887.7
L642
0 years, male, stage:Stage IB, dead, 1167 days
1843.2
L818
0 years, male, stage:Stage IB, alive, 2480 days
1817.0
L820
0 years, female, stage:Stage IA, alive, 2405 days
1811.3
L592
0 years, male, stage:Stage IB, alive, 2368 days
1792.8
L464
0 years, male, stage:Stage IB, dead, 1935 days
1724.6
L744
0 years, male, stage:Stage IA, alive, 1614 days
1684.0
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1655.1
L539
0 years, male, stage:Stage IB, dead, 370 days
1638.3
L881
0 years, male, stage:Stage IB, alive, 1752 days
1572.1
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1557.9
L650
0 years, female, stage:Stage IB, dead, 986 days
1553.2
L568
0 years, female, stage:Stage IIB, dead, 71 days
1553.1
L483
0 years, male, stage:Stage IB, dead, 77 days
1492.4
L644
0 years, male, stage:Stage IA, dead, 282 days
1477.7
L586
0 years, male, stage:Stage IIA, dead, 784 days
1469.5
L442
0 years, female, stage:Stage IB, dead, 2433 days
1469.1
L767
0 years, male, stage:Stage IA, alive, 1718 days
1455.0
L420
0 years, female, stage:Stage IIB, dead, 295 days
1451.0
L459
0 years, male, stage:Stage IIA, alive, 3181 days
1437.6
L856
0 years, male, stage:Stage IA, dead, 1465 days
1435.6
L490
0 years, male, stage:Stage IA, dead, 716 days
1430.4
L559
0 years, male, stage:Stage IIB, alive, 2615 days
1423.4
L747
0 years, female, stage:Stage IA, dead, 1112 days
1409.0
L406
0 years, male, stage:Stage IA, alive, 3057 days
1393.2
L652
0 years, male, stage:Stage IA, dead, 5 days
1360.2
L886
0 years, male, stage:Stage IB, dead, 1932 days
1343.1
L472
0 years, male, stage:Stage IB, dead, 423 days
1332.9
L633
0 years, female, stage:Stage IA, alive, 2102 days
1323.9
L755
0 years, male, stage:Stage IIA, dead, 227 days
1322.8
L712
0 years, male, stage:Stage IA, alive, 1698 days
1295.1
L488
0 years, female, stage:Stage IIA, alive, 2993 days
1285.5
L824
0 years, male, stage:Stage IA, dead, 665 days
1244.2
L858
0 years, female, stage:Stage IIB, dead, 558 days
1211.6
L496
0 years, male, stage:Stage IB, alive, 2761 days
1202.4
L529
0 years, female, stage:Stage IA, alive, 2775 days
1201.8
L715
0 years, female, stage:Stage IIIA, dead, 150 days
1192.9
L758
0 years, male, stage:Stage IA, dead, 1562 days
1160.5
L864
0 years, female, stage:Stage IA, alive, 2192 days
1156.4
L456
0 years, male, stage:Stage IIA, dead, 1660 days
1151.6
L470
0 years, female, stage:Stage IB, dead, 1774 days
1141.0
L723
0 years, male, stage:Stage IIA, dead, 433 days
1112.1
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1098.1
L753
0 years, male, stage:Stage IIA, alive, 1705 days
1090.0
L661
0 years, male, stage:Stage IA, dead, 1123 days
1071.5
L685
0 years, female, stage:Stage IIB, alive, 1944 days
1063.4
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1063.3
L788
0 years, female, stage:Stage IA, alive, 3385 days
1061.5
L719
0 years, male, stage:Stage IB, alive, 1615 days
1046.6
L658
0 years, female, stage:Stage IIB, alive, 2083 days
1036.4
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
831.0
L760
0 years, male, stage:Stage IIA, alive, 1895 days
821.6
L860
0 years, male, stage:Stage IA, alive, 2056 days
812.7
L884
0 years, male, stage:Stage IIA, alive, 1627 days
594.6
L572
0 years, male, stage:Stage IA, alive, 2532 days
552.7
L756
0 years, male, stage:Stage IB, alive, 1796 days
503.1
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0118340003
Tumor
0.8
CPT0082890003
Normal
0.6
CPT0090570004
Tumor
0.6
CPT0014860003
Tumor
0.6
CPT0011710004
Tumor
0.6
CPT0066930003
Normal
0.6
CPT0070080003
Normal
0.5
CPT0063840003
Normal
0.5
CPT0084140003
Tumor
0.4
CPT0106110003
Tumor
0.4
CPT0063810003
Tumor
0.4
CPT0105940003
Tumor
0.4
CPT0001660013
Tumor
0.4
CPT0083780003
Tumor
0.4
CPT0082740004
Tumor
0.4
CPT0052940004
Tumor
0.4
CPT0089360003
Normal
0.4
CPT0001960003
Tumor
0.4
CPT0067770003
Normal
0.4
CPT0118200003
Tumor
0.3
CPT0090700003
Tumor
0.3
CPT0109740004
Tumor
0.3
CPT0117970003
Tumor
0.3
CPT0068610003
Tumor
0.3
CPT0105060003
Tumor
0.3
CPT0021450003
Tumor
0.3
CPT0114840003
Tumor
0.3
CPT0067070003
Tumor
0.3
CPT0008420003
Normal
0.3
CPT0086320003
Normal
0.3
CPT0118880003
Tumor
0.3
CPT0105270003
Tumor
0.3
CPT0001800013
Tumor
0.3
CPT0147600003
Normal
0.3
CPT0023310003
Tumor
0.3
CPT0070060003
Tumor
0.3
CPT0052170004
Tumor
0.3
CPT0091870003
Normal
0.3
CPT0118810003
Tumor
0.3
CPT0118570003
Tumor
0.3
CPT0067940003
Tumor
0.3
CPT0091860003
Tumor
0.3
CPT0106100003
Normal
0.3
CPT0147080004
Tumor
0.3
CPT0109680004
Tumor
0.3
CPT0090340003
Tumor
0.2
CPT0113990003
Tumor
0.2
CPT0118830003
Normal
0.2
CPT0105710003
Tumor
0.2
CPT0082770003
Normal
0.2
CPT0011930003
Normal
0.2
CPT0055100004
Tumor
0.2
CPT0105680003
Normal
0.2
CPT0063730003
Tumor
0.2
CPT0105250003
Normal
0.2
CPT0069520003
Tumor
0.2
CPT0000920017
Tumor
0.2
CPT0063750003
Normal
0.2
CPT0068800003
Tumor
0.2
CPT0147400003
Normal
0.2
CPT0114690003
Normal
0.2
CPT0013880003
Tumor
0.2
CPT0109700003
Normal
0.2
CPT0001390003
Normal
0.2
CPT0082850004
Tumor
0.2
CPT0051690004
Tumor
0.2
CPT0105330003
Tumor
0.2
CPT0066890003
Tumor
0.2
CPT0092940003
Normal
0.2
CPT0001060010
Tumor
0.2
CPT0118620003
Tumor
0.2
CPT0067470004
Normal
0.2
CPT0105230003
Tumor
0.2
CPT0067250003
Tumor
0.2
CPT0090200003
Normal
0.2
CPT0014930003
Normal
0.2
CPT0109850003
Normal
0.2
CPT0146980004
Tumor
0.2
CPT0001380003
Tumor
0.1
CPT0086770003
Normal
0.1
CPT0146700003
Normal
0.1
CPT0118160003
Tumor
0.1
CPT0008450003
Tumor
0.1
CPT0115090003
Normal
0.1
CPT0086310003
Tumor
0.1
CPT0105600003
Tumor
0.1
CPT0090170004
Tumor
0.1
CPT0069550003
Normal
0.1
CPT0110980004
Tumor
0.1
CPT0098130003
Tumor
0.1
CPT0118240003
Normal
0.1
CPT0110860004
Tumor
0.1
CPT0079850003
Normal
0.1
CPT0079830003
Tumor
0.1
CPT0067450003
Tumor
0.1
CPT0066780003
Tumor
0.1
CPT0068650003
Normal
0.1
CPT0114010003
Normal
0.1
CPT0148100003
Normal
0.1
CPT0092240003
Tumor
0.1
CPT0105370004
Normal
0.1
CPT0021490003
Normal
0.1
CPT0011910004
Tumor
0.1
CPT0067620003
Tumor
0.1
CPT0014290003
Normal
0.1
CPT0023320003
Normal
0.1
CPT0084170003
Normal
0.1
CPT0011750003
Normal
0.1
CPT0118360003
Normal
0.1
CPT0105010004
Normal
0.1
CPT0091260003
Normal
0.1
CPT0090720003
Normal
0.1
CPT0105980003
Normal
0.1
CPT0102480003
Normal
0.1
CPT0109720004
Tumor
0.1
CPT0097580003
Tumor
0.1
CPT0069700003
Tumor
0.1
CPT0110890003
Normal
0.1
CPT0118890003
Normal
0.1
CPT0109760003
Normal
0.1
CPT0146780004
Tumor
0.1
CPT0118600003
Normal
0.1
CPT0147100003
Normal
0.1
CPT0014260003
Tumor
0.1
CPT0001070003
Normal
0.1
CPT0112080003
Normal
0.1
CPT0090900004
Normal
0.1
CPT0090370003
Normal
0.1
CPT0068830003
Normal
0.1
CPT0083100003
Tumor
0.1
CPT0069360003
Tumor
0.1
CPT0001810003
Normal
0.1
CPT0111590003
Normal
0.0
CPT0086750003
Tumor
0.0
CPT0102450003
Tumor
0.0
CPT0091240003
Tumor
0.0
CPT0105630003
Tumor
0.0
CPT0067950003
Normal
0.0
CPT0090600003
Normal
0.0
CPT0092930003
Tumor
0.0
CPT0147380004
Tumor
0.0
CPT0000930003
Normal
0.0
CPT0008410003
Tumor
0.0
CPT0105740003
Normal
0.0
CPT0105550003
Normal
0.0
CPT0104750003
Tumor
0.0
CPT0097600003
Normal
0.0
CPT0112060003
Tumor
0.0
CPT0105610003
Normal
0.0
CPT0013600003
Tumor
0.0
CPT0147000003
Normal
0.0
CPT0115070003
Tumor
0.0
CPT0148180004
Tumor
0.0
CPT0104630003
Tumor
0.0
CPT0015420003
Normal
0.0
CPT0146600003
Normal
0.0
CPT0118010003
Normal
0.0
CPT0090860003
Tumor
0.0
CPT0148300003
Normal
0.0
CPT0111300003
Tumor
0.0
CPT0013630003
Normal
0.0
CPT0001590003
Normal
0.0
CPT0067290003
Normal
0.0
CPT0083420003
Normal
0.0
CPT0067110003
Normal
0.0
CPT0109710003
Normal
0.0
CPT0105190003
Normal
0.0
CPT0069370003
Normal
0.0
CPT0148200003
Normal
0.0
CPT0104970003
Tumor
0.0
CPT0147500003
Normal
0.0
CPT0114660004
Tumor
-0.1
CPT0001970003
Normal
-0.1
CPT0111480003
Normal
-0.1
CPT0125810003
Tumor
-0.1
CPT0104650003
Normal
-0.1
CPT0147480004
Tumor
-0.1
CPT0104760003
Normal
-0.1
CPT0083390004
Tumor
-0.1
CPT0092530003
Tumor
-0.1
CPT0113210003
Tumor
-0.1
CPT0146800003
Normal
-0.1
CPT0069720003
Normal
-0.1
CPT0001690003
Normal
-0.1
CPT0001580009
Tumor
-0.1
CPT0105510003
Tumor
-0.1
CPT0118650003
Normal
-0.1
CPT0113220003
Normal
-0.1
CPT0062810003
Normal
-0.1
CPT0109830004
Tumor
-0.1
CPT0013910003
Normal
-0.1
CPT0146680004
Tumor
-0.1
CPT0148000003
Normal
-0.1
CPT0068100003
Tumor
-0.1
CPT0114880003
Normal
-0.1
CPT0083140003
Normal
-0.1
CPT0053040004
Tumor
-0.1
CPT0015410003
Tumor
-0.1
CPT0066810003
Normal
-0.2
CPT0125830003
Normal
-0.2
CPT0092250003
Normal
-0.2
CPT0068130003
Normal
-0.2
CPT0147900003
Normal
-0.2
CPT0146880004
Tumor
-0.2
CPT0147880004
Tumor
-0.2
CPT0089340003
Tumor
-0.2
CPT0118180003
Normal
-0.2
CPT0083810003
Normal
-0.3
CPT0147580004
Tumor
-0.3
CPT0147980004
Tumor
-0.3
CPT0148280004
Tumor
-0.5
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
CPT0202740003
Normal
0.5
CPT0204990003
Tumor
0.4
CPT0117720003
Tumor
0.4
CPT0195510003
Tumor
0.4
CPT0063480003
Tumor
0.3
CPT0183250004
Tumor
0.3
CPT0105420003
Tumor
0.3
CPT0225470003
Normal
0.2
CPT0136640003
Tumor
0.2
CPT0218280003
Tumor
0.2
CPT0104360003
Tumor
0.2
CPT0146380004
Tumor
0.2
CPT0175410003
Normal
0.2
CPT0202040003
Normal
0.2
CPT0007740003
Tumor
0.2
CPT0136660003
Normal
0.2
CPT0192590004
Normal
0.2
CPT0238110004
Tumor
0.2
CPT0197210003
Tumor
0.2
CPT0209490003
Tumor
0.2
CPT0197100003
Normal
0.2
CPT0237780003
Normal
0.2
CPT0175390003
Tumor
0.2
CPT0147200003
Normal
0.2
CPT0147680004
Tumor
0.2
CPT0202020008
Tumor
0.2
CPT0115860003
Normal
0.2
CPT0245890003
Normal
0.1
CPT0079100003
Tumor
0.1
CPT0098800003
Normal
0.1
CPT0237760003
Tumor
0.1
CPT0105430003
Normal
0.1
CPT0083980003
Tumor
0.1
CPT0197150003
Tumor
0.1
CPT0068280003
Tumor
0.1
CPT0089880003
Tumor
0.1
CPT0146500003
Normal
0.1
CPT0126740003
Tumor
0.1
CPT0223820003
Normal
0.1
CPT0205000003
Normal
0.1
CPT0063430003
Tumor
0.1
CPT0111000004
Normal
0.1
CPT0208770003
Tumor
0.1
CPT0237430003
Normal
0.1
CPT0195520003
Normal
0.1
CPT0197740003
Tumor
0.1
CPT0221650003
Tumor
0.1
CPT0245830003
Tumor
0.1
CPT0202580004
Normal
0.1
CPT0186130003
Tumor
0.1
CPT0221200003
Tumor
0.1
CPT0007760003
Normal
0.1
CPT0232670003
Tumor
0.0
CPT0010050003
Tumor
0.0
CPT0079050003
Tumor
0.0
CPT0001030003
Normal
0.0
CPT0086260003
Tumor
0.0
CPT0197860003
Normal
0.0
CPT0218310003
Normal
0.0
CPT0191710003
Tumor
0.0
CPT0146400003
Normal
0.0
CPT0233600003
Tumor
0.0
CPT0190550003
Tumor
0.0
CPT0202720003
Tumor
0.0
CPT0191860003
Tumor
0.0
CPT0233120003
Tumor
0.0
CPT0232690003
Normal
0.0
CPT0023470003
Tumor
0.0
CPT0237690004
Tumor
0.0
CPT0108560003
Tumor
0.0
CPT0245880003
Tumor
0.0
CPT0233330003
Normal
0.0
CPT0245840003
Normal
0.0
CPT0126390003
Tumor
0.0
CPT0204800003
Tumor
0.0
CPT0091050003
Tumor
0.0
CPT0126830003
Normal
0.0
CPT0233160003
Normal
0.0
CPT0102790003
Tumor
0.0
CPT0104380003
Normal
0.0
CPT0123350003
Tumor
0.0
CPT0202170003
Tumor
0.0
CPT0221220003
Normal
0.0
CPT0175560003
Tumor
0.0
CPT0221660003
Normal
0.0
CPT0023500003
Normal
0.0
CPT0112600003
Normal
0.0
CPT0087190003
Tumor
0.0
CPT0175260003
Tumor
-0.1
CPT0202220004
Normal
-0.1
CPT0126670003
Tumor
-0.1
CPT0108600003
Normal
-0.1
CPT0115830003
Tumor
-0.1
CPT0238130003
Normal
-0.1
CPT0236420003
Tumor
-0.1
CPT0123370003
Normal
-0.1
CPT0204820003
Normal
-0.1
CPT0202350004
Tumor
-0.1
CPT0197480003
Tumor
-0.1
CPT0146480004
Tumor
-0.1
CPT0202400004
Normal
-0.1
CPT0204600003
Tumor
-0.1
CPT0225380003
Tumor
-0.1
CPT0112720003
Tumor
-0.1
CPT0197380003
Normal
-0.1
CPT0197520003
Normal
-0.1
CPT0112730003
Normal
-0.1
CPT0233640003
Normal
-0.1
CPT0063440003
Normal
-0.1
CPT0064040003
Tumor
-0.1
CPT0207210003
Tumor
-0.1
CPT0186210003
Normal
-0.1
CPT0197090003
Tumor
-0.1
CPT0112540003
Tumor
-0.1
CPT0183270003
Normal
-0.1
CPT0010060003
Normal
-0.1
CPT0130030003
Tumor
-0.1
CPT0233320003
Tumor
-0.1
CPT0237570003
Normal
-0.1
CPT0197170003
Normal
-0.1
CPT0175270003
Normal
-0.1
CPT0130270003
Tumor
-0.1
CPT0234580003
Normal
-0.1
CPT0191930003
Normal
-0.1
CPT0130310003
Normal
-0.1
CPT0237060004
Tumor
-0.1
CPT0237200004
Tumor
-0.1
CPT0112660003
Normal
-0.1
CPT0175160003
Normal
-0.1
CPT0104930003
Tumor
-0.1
CPT0112650003
Tumor
-0.1
CPT0241170003
Tumor
-0.1
CPT0237410004
Tumor
-0.1
CPT0227400003
Tumor
-0.1
CPT0126450003
Tumor
-0.2
CPT0227020003
Tumor
-0.2
CPT0063500003
Normal
-0.2
CPT0126530003
Tumor
-0.2
CPT0175120003
Tumor
-0.2
CPT0130070003
Normal
-0.2
CPT0186140003
Normal
-0.2
CPT0126400003
Normal
-0.2
CPT0102840003
Normal
-0.2
CPT0222740003
Normal
-0.2
CPT0219360003
Tumor
-0.2
CPT0241210003
Normal
-0.2
CPT0068320003
Normal
-0.2
CPT0191750003
Normal
-0.2
CPT0091820003
Tumor
-0.2
CPT0196820003
Normal
-0.2
CPT0236430003
Normal
-0.2
CPT0245780003
Tumor
-0.2
CPT0126470003
Normal
-0.2
CPT0234820003
Normal
-0.2
CPT0204660003
Normal
-0.2
CPT0111150004
Tumor
-0.2
CPT0087210003
Normal
-0.2
CPT0196810003
Tumor
-0.2
CPT0223790003
Tumor
-0.2
CPT0217420003
Tumor
-0.2
CPT0079060003
Normal
-0.2
CPT0207250003
Normal
-0.2
CPT0069900003
Normal
-0.2
CPT0186180003
Tumor
-0.2
CPT0187370003
Tumor
-0.2
CPT0083990003
Normal
-0.2
CPT0237550004
Tumor
-0.2
CPT0192540004
Tumor
-0.2
CPT0069890003
Tumor
-0.2
CPT0208780003
Normal
-0.3
CPT0091090003
Normal
-0.3
CPT0237210003
Normal
-0.3
CPT0237970004
Tumor
-0.3
CPT0126760003
Normal
-0.3
CPT0079110003
Normal
-0.3
CPT0130440004
Normal
-0.3
CPT0128900003
Normal
-0.3
CPT0128890003
Tumor
-0.3
CPT0126810003
Tumor
-0.3
CPT0117770003
Normal
-0.3
CPT0234790003
Tumor
-0.3
CPT0245790003
Normal
-0.3
CPT0237080003
Normal
-0.3
CPT0147700003
Normal
-0.3
CPT0086270003
Normal
-0.3
CPT0130410003
Tumor
-0.3
CPT0147180004
Tumor
-0.3
CPT0234560003
Tumor
-0.3
CPT0101130003
Tumor
-0.3
CPT0227070003
Normal
-0.3
CPT0091620003
Normal
-0.3
CPT0209020004
Tumor
-0.3
CPT0227420003
Normal
-0.3
CPT0237990003
Normal
-0.3
CPT0064050003
Normal
-0.3
CPT0098770003
Tumor
-0.3
CPT0234950004
Normal
-0.4
CPT0202530004
Tumor
-0.4
CPT0209040003
Normal
-0.4
CPT0091610003
Tumor
-0.4
CPT0001020003
Tumor
-0.4
CPT0187380003
Normal
-0.4
CPT0234930004
Tumor
-0.4
CPT0090440003
Tumor
-0.4
CPT0217490003
Normal
-0.4
CPT0237710003
Normal
-0.4
CPT0112550003
Normal
-0.4
CPT0104950003
Normal
-0.4
CPT0112580003
Tumor
-0.4
CPT0209510003
Normal
-0.4
CPT0219390003
Normal
-0.5
CPT0222730003
Tumor
-0.5
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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.