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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.
PTMA 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
1401.6
Number of samples
497
Samples
Sample
Description
TPM
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
3725.4
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
3107.2
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
2957.7
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
2862.7
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
2800.6
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
2789.3
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
2756.7
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
2631.4
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
2590.9
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
2581.5
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
2575.8
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
2573.0
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
2563.3
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
2558.3
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
2529.7
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
2492.2
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
2485.4
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
2484.9
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
2468.3
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
2443.6
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
2431.0
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
2390.3
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
2317.3
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
2308.1
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
2292.4
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
2273.3
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
2272.2
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
2211.6
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
2195.3
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
2193.0
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
2167.5
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
2127.1
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
2125.7
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
2121.4
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
2107.7
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
2087.4
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
2076.4
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
2075.7
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
2074.3
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
2064.8
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
2061.6
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
2046.7
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
2046.3
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
2043.7
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
2012.7
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
1984.9
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
1978.0
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1975.8
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
1972.1
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
1969.5
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
1966.5
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1958.1
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
1948.1
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
1947.4
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
1946.0
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
1945.5
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
1941.4
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
1921.0
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
1916.5
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
1913.4
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
1909.8
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
1902.6
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
1894.5
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
1893.8
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1879.5
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
1874.9
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
1873.6
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
1873.0
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
1869.7
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
1867.5
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
1860.2
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
1852.9
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
1851.7
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
1851.3
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1850.2
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
1841.7
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1840.5
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
1834.7
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
1830.9
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
1830.9
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
1821.6
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1820.5
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
1819.3
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1814.0
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
1807.0
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
1804.6
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
1800.1
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
1799.8
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
1796.7
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1791.5
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
1791.1
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
1784.5
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
1781.1
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
1780.2
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
1779.1
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
1778.5
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
1778.2
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1772.7
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
1762.3
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
1762.1
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
1758.8
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1748.5
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
1744.5
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
1743.6
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
1736.5
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
1736.5
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
1724.9
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
1722.2
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1719.8
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
1709.2
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
1703.9
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
1698.0
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
1697.8
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
1695.7
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
1675.1
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
1670.6
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1668.0
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
1667.8
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
1665.3
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
1657.8
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
1650.0
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
1649.3
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
1646.7
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
1644.2
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
1644.2
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
1644.1
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
1643.7
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
1640.5
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
1639.7
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1638.3
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
1630.3
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
1629.3
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
1627.3
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
1624.1
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
1612.7
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
1611.0
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
1607.6
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
1604.9
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1602.1
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1600.5
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
1599.4
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
1599.0
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
1598.2
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
1596.4
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
1595.9
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
1594.7
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
1589.7
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
1588.4
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
1582.4
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
1582.1
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
1571.9
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
1568.9
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
1566.5
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
1561.2
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
1561.2
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
1558.7
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
1558.1
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1553.1
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
1552.5
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
1551.2
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
1550.7
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
1547.8
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
1546.2
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
1541.4
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1541.1
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
1538.7
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
1536.1
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
1533.5
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
1533.1
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
1530.0
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
1527.7
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
1527.6
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
1525.7
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
1525.3
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
1524.6
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
1523.2
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
1522.6
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
1518.5
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
1518.3
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
1516.9
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
1514.5
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
1513.9
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
1513.4
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
1511.8
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1511.3
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
1510.6
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
1510.1
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
1504.0
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
1503.0
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1499.7
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1498.3
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
1494.9
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
1491.9
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
1489.1
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
1485.9
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
1485.7
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
1484.7
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
1472.6
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
1470.9
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
1469.6
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
1465.2
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1464.8
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
1463.8
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
1453.8
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1453.8
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1453.6
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
1453.5
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1451.4
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
1445.0
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
1441.6
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
1439.1
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
1439.1
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
1432.1
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
1431.6
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
1431.2
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
1429.9
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
1429.4
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1426.9
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
1422.6
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
1420.9
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1418.2
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
1417.1
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
1413.8
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1410.1
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
1409.5
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
1401.7
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
1398.3
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
1397.0
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1395.3
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
1391.9
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
1390.9
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
1390.0
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
1389.8
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
1388.5
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
1385.3
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
1383.8
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
1383.8
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
1373.4
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
1368.3
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
1360.7
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
1356.6
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
1355.9
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
1355.6
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
1354.8
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
1354.1
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1353.7
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
1351.4
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
1351.2
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
1347.6
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
1340.3
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
1339.3
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
1336.5
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
1335.0
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
1333.8
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
1330.8
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
1330.1
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
1329.5
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
1327.3
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
1326.3
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
1324.8
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
1321.8
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
1317.3
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
1315.7
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1310.5
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
1310.3
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
1307.0
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
1306.5
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
1302.0
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
1299.8
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1292.5
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
1292.3
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
1291.5
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
1288.2
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
1287.9
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
1286.0
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
1285.8
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
1285.8
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
1285.4
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
1275.7
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
1274.4
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
1271.9
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
1271.3
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
1270.5
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
1266.8
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1266.1
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1265.4
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
1263.3
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
1262.2
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
1260.9
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
1257.6
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
1257.1
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1256.4
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
1247.4
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
1245.2
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
1242.0
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
1239.2
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
1236.1
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1234.9
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
1231.8
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
1229.7
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
1227.5
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
1220.0
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
1219.7
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
1218.1
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
1217.0
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
1216.4
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
1215.3
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
1213.4
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
1212.3
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
1210.7
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
1210.4
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
1210.2
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1206.5
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
1206.4
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
1197.3
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
1194.1
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
1193.3
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
1187.7
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
1186.6
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
1182.5
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
1178.5
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
1174.0
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
1171.6
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1162.5
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
1161.8
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
1161.0
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
1160.9
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
1157.2
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
1156.7
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
1155.0
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1152.5
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
1149.3
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
1145.3
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
1144.8
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
1139.5
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
1138.8
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
1137.7
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
1135.7
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
1129.1
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
1127.7
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1125.7
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
1121.4
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
1117.2
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
1113.5
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
1106.8
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1106.1
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
1103.4
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
1102.3
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
1101.9
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
1098.4
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
1095.7
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
1092.7
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
1090.3
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
1085.1
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
1084.8
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
1083.9
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
1080.4
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
1078.8
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
1077.5
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
1073.4
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1071.3
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
1069.6
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
1069.3
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
1065.4
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
1063.7
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
1062.5
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
1062.5
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
1058.4
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
1051.5
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
1048.4
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
1048.3
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
1047.2
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
1042.3
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
1042.0
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
1041.8
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
1039.1
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
1038.9
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
1038.9
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
1038.4
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
1038.3
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
1035.7
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1034.9
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
1031.7
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
1029.4
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
1028.9
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
1025.8
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
1015.6
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
1013.8
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
1013.7
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
1012.7
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1011.0
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
1011.0
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1010.3
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
1008.0
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
1007.8
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
1005.5
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
1002.8
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
1002.4
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
995.1
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
994.7
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
994.5
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
990.6
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
989.7
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
987.8
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
979.3
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
979.2
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
974.7
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
972.9
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
963.2
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
957.1
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
954.5
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
954.4
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
950.1
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
949.2
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
941.3
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
940.3
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
938.4
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
936.0
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
933.8
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
932.8
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
932.3
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
931.7
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
925.9
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
925.8
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
925.7
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
924.4
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
921.9
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
921.8
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
919.3
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
917.3
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
914.4
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
913.2
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
912.3
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
910.3
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
910.1
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
908.3
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
908.0
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
907.6
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
906.2
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
905.6
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
901.9
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
900.6
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
898.7
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
898.4
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
892.4
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
891.3
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
890.0
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
884.2
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
884.0
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
875.5
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
872.5
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
864.8
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
862.1
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
858.6
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
856.1
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
855.1
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
852.8
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
850.1
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
849.0
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
840.5
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
827.9
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
827.5
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
826.1
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
819.7
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
814.9
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
813.6
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
810.3
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
805.6
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
805.5
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
805.1
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
787.9
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
777.4
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
773.3
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
771.2
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
771.2
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
769.3
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
768.7
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
767.6
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
764.5
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
759.5
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
752.5
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
735.4
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
734.3
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
729.1
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
720.6
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
719.8
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
717.2
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
715.2
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
713.0
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
706.2
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
683.3
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
661.0
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
650.6
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
556.1
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
540.6
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
536.8
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 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.
PTMA 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
1202.0
Number of samples
105
Samples
Sample
Description
TPM
L616
0 years, male, stage:Stage IA, dead, 410 days
2884.9
L683
0 years, female, stage:Stage IIA, dead, 612 days
2106.9
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
1976.7
L458
0 years, female, stage:Stage IA, dead, 223 days
1969.9
L599
0 years, male, stage:Stage IB, dead, 2083 days
1852.1
L689
0 years, male, stage:Stage IA, alive, 1943 days
1785.7
L532
0 years, female, stage:Stage IA, dead, 301 days
1740.7
L810
0 years, female, stage:Stage IIIA, dead, 625 days
1663.6
L551
0 years, male, stage:Stage IA, alive, 2924 days
1604.7
L484
0 years, female, stage:Stage IA, alive, 2895 days
1568.1
L446
0 years, female, stage:Stage IIB, dead, 415 days
1546.8
L703
0 years, male, stage:Stage IIA, dead, 1137 days
1544.8
L557
0 years, female, stage:Stage IB, alive, 2580 days
1522.9
L596
0 years, female, stage:Stage IA, alive, 2319 days
1509.0
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
1489.7
L746
0 years, female, stage:Stage IIIA, dead, 594 days
1467.7
L626
0 years, female, stage:Stage IA, dead, 1994 days
1438.7
L546
0 years, male, stage:Stage IA, dead, 973 days
1432.1
L731
0 years, female, stage:Stage IA, dead, 964 days
1430.2
L566
0 years, male, stage:Stage IB, alive, 2489 days
1416.2
L802
0 years, female, stage:Stage IA, dead, 773 days
1399.2
L620
0 years, female, stage:Stage IIIA, dead, 338 days
1383.9
L561
0 years, female, stage:Stage IA, alive, 2543 days
1360.5
L879
0 years, male, stage:Stage IV, dead, 873 days
1349.8
L541
0 years, female, stage:Stage IIIA, dead, 915 days
1349.2
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
1336.8
L439
0 years, male, stage:Stage IIB, dead, 2773 days
1328.7
L768
0 years, male, stage:Stage IIIA, dead, 472 days
1320.6
L602
0 years, female, stage:Stage IA, alive, 2277 days
1303.6
L887
0 years, male, stage:Stage IA, dead, 374 days
1297.7
L766
0 years, male, stage:Stage IB, alive, 1793 days
1289.9
L773
0 years, female, stage:Stage IV, dead, 311 days
1289.3
L791
0 years, female, stage:Stage IIIA, dead, 368 days
1274.5
L473
0 years, female, stage:Stage IA, alive, 3021 days
1252.4
L569
0 years, female, stage:Stage IA, alive, 2531 days
1237.8
L413
0 years, female, stage:Stage IIIA, dead, 313 days
1230.7
L601
0 years, male, stage:Stage IB, dead, 2068 days
1222.6
L890
0 years, female, stage:Stage IIB, dead, 1264 days
1219.7
L638
0 years, male, stage:Stage IA, alive, 2076 days
1219.4
L682
0 years, female, stage:Stage IIB, dead, 840 days
1216.4
L828
0 years, female, stage:Stage IIB, alive, 2222 days
1208.0
L603
0 years, female, stage:Stage IB, dead, 972 days
1202.5
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
1200.6
L504
0 years, female, stage:Stage IA, dead, 1295 days
1196.8
L738
0 years, female, stage:Stage IB, dead, 1314 days
1191.5
L462
0 years, male, stage:Stage IIIA, dead, 568 days
1189.2
L617
0 years, male, stage:Stage IIIA, dead, 238 days
1185.5
L832
0 years, female, stage:Stage IA, alive, 2145 days
1184.7
L656
0 years, male, stage:Stage IA, alive, 2227 days
1179.6
L678
0 years, female, stage:Stage IB, dead, 1114 days
1178.7
L749
0 years, female, stage:Stage IIIA, dead, 189 days
1178.3
L585
0 years, female, stage:Stage IIA, dead, 402 days
1169.7
L605
0 years, female, stage:Stage IA, alive, 2460 days
1148.3
L593
0 years, male, stage:Stage IA, dead, 2436 days
1131.9
L531
0 years, male, stage:Stage IB, dead, 928 days
1129.8
L782
0 years, female, stage:Stage IIB, alive, 3371 days
1125.9
L842
0 years, female, stage:Stage IB, alive, 2005 days
1120.3
L404
0 years, female, stage:Stage IIA, dead, 2318 days
1117.8
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
1115.6
L530
0 years, female, stage:Stage IIA, dead, 308 days
1114.5
L662
0 years, male, stage:Stage IA, dead, 865 days
1111.9
L838
0 years, female, stage:Stage IA, dead, 1005 days
1110.6
L565
0 years, female, stage:Stage IB, dead, 543 days
1106.6
L816
0 years, female, stage:Stage IIA, dead, 353 days
1091.2
L400
0 years, male, stage:Stage IIA, dead, 1233 days
1089.2
L630
0 years, female, stage:Stage IA, dead, 1733 days
1082.9
L808
0 years, female, stage:Stage IA, alive, 3001 days
1081.5
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
1075.3
L800
0 years, female, stage:Stage IA, dead, 2417 days
1070.9
L545
0 years, female, stage:Stage IA, alive, 2874 days
1068.8
L871
0 years, male, stage:Stage IB, dead, 873 days
1052.7
L778
0 years, female, stage:Stage IA, alive, 1600 days
1052.1
L673
0 years, female, stage:Stage IA, dead, 568 days
1044.2
L831
0 years, female, stage:Stage IB, alive, 2152 days
1043.9
L455
0 years, female, stage:Stage IA, alive, 3315 days
1031.3
L851
0 years, male, stage:Stage IB, dead, 1315 days
1014.5
L875
0 years, female, stage:Stage IA, alive, 1675 days
1011.6
L877
0 years, female, stage:Stage IA, alive, 1599 days
1003.3
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
1002.7
L688
0 years, male, stage:Stage IIIA, dead, 789 days
995.8
L885
0 years, female, stage:Stage IA, alive, 1618 days
994.7
L613
0 years, male, stage:Stage IIIA, dead, 19 days
993.5
L873
0 years, female, stage:Stage IA, alive, 1740 days
991.3
L695
0 years, female, stage:Stage IB, dead, 1762 days
989.4
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
986.6
L728
0 years, male, stage:Stage IIB, dead, 1128 days
984.4
L663
0 years, female, stage:Stage IB, alive, 2018 days
983.4
L829
0 years, male, stage:Stage IA, alive, 2173 days
980.3
L440
0 years, male, stage:Stage IIB, dead, 651 days
968.2
L827
0 years, male, stage:Stage IIB, dead, 1105 days
956.0
L493
0 years, female, stage:Stage IIB, alive, 2945 days
936.0
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
928.8
L607
0 years, male, stage:Stage IB, alive, 2572 days
913.0
L543
0 years, male, stage:Stage IA, alive, 2711 days
911.2
L872
0 years, female, stage:Stage IA, alive, 1793 days
909.9
L867
0 years, female, stage:Stage IIIA, dead, 317 days
886.7
L850
0 years, male, stage:Stage IIIA, dead, 997 days
863.1
L826
0 years, female, stage:Stage IV, dead, 935 days
838.0
L606
0 years, male, stage:Stage IA, alive, 2336 days
805.5
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
783.3
L865
0 years, female, stage:Stage IIB, alive, 1927 days
769.7
L725
0 years, female, stage:Stage IA, alive, 1830 days
685.4
L880
0 years, female, stage:Stage IA, alive, 1767 days
682.3
L735
0 years, female, stage:Stage IA, alive, 1830 days
658.6
L710
0 years, female, stage:Stage IIA, alive, 1775 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTMA 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
1500.3
Number of samples
489
Samples
Sample
Description
TPM
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
4557.5
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
4187.5
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
3606.4
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
3508.7
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
3445.4
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
3379.6
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
3117.7
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
3092.9
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
3053.0
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
2995.0
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
2988.5
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
2949.1
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
2920.8
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
2909.9
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
2902.7
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
2776.0
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
2771.3
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
2748.2
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
2720.2
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
2701.3
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
2685.0
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
2676.6
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
2675.4
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
2662.8
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
2633.1
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
2608.8
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
2608.4
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
2562.0
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
2547.7
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
2545.7
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
2542.6
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
2530.3
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
2522.1
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
2517.8
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
2516.4
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
2482.2
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
2474.4
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
2473.9
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
2452.8
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
2431.4
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
2398.8
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
2371.3
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
2365.5
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
2351.9
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
2342.1
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
2316.5
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
2313.7
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
2313.7
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
2305.3
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
2300.2
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
2298.5
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
2283.7
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
2272.1
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
2241.3
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
2232.0
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
2231.1
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
2219.9
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
2190.8
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
2189.6
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
2170.4
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
2164.5
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
2144.0
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
2130.8
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
2122.1
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
2121.9
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
2116.7
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
2116.4
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
2116.0
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
2111.4
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
2109.1
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
2103.9
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
2089.9
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
2086.4
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
2084.7
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
2081.6
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
2077.3
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
2057.0
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
2049.6
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
2025.6
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
2011.1
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
1991.4
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
1989.7
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
1989.5
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
1988.1
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
1983.6
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
1975.5
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
1973.1
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
1962.6
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
1961.5
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
1958.4
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
1934.7
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
1925.5
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1911.8
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
1911.7
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
1909.1
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
1904.2
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
1902.6
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
1885.2
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
1877.9
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
1877.7
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
1875.1
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1852.1
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
1848.0
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
1845.7
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
1841.3
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
1840.6
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
1839.0
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
1838.7
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
1838.6
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
1818.6
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
1815.0
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
1808.2
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
1807.9
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
1807.9
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
1795.8
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
1783.1
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
1782.7
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
1781.7
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
1779.7
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
1777.7
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
1770.5
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1758.1
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
1756.5
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
1746.9
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
1746.5
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1744.1
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
1738.9
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1736.1
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
1735.6
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
1734.4
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1734.1
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
1729.1
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1726.9
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
1715.1
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
1712.6
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
1710.8
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
1703.7
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
1699.7
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
1692.7
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1690.8
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
1690.4
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
1687.2
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
1685.0
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
1683.2
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
1683.0
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
1682.7
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
1671.3
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
1669.6
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
1663.4
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
1662.7
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
1662.3
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
1661.5
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
1657.4
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
1648.9
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
1648.1
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
1643.5
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
1642.9
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
1642.1
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
1638.4
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
1637.5
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
1632.8
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
1631.4
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1628.6
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
1628.3
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
1624.2
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
1623.8
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
1613.3
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
1613.0
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
1611.8
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
1609.6
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
1609.1
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
1605.4
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
1604.6
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1603.1
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
1599.4
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
1597.5
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
1596.5
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
1594.7
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
1592.8
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
1586.5
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
1583.5
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
1579.0
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
1575.1
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
1569.6
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1568.1
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
1563.7
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
1559.8
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
1555.9
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
1546.6
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1545.2
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
1542.3
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
1541.9
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
1539.8
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
1533.4
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1532.6
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1527.1
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
1526.5
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
1526.2
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
1525.7
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
1525.6
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
1525.1
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
1523.7
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
1523.3
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
1522.7
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
1517.3
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
1515.8
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
1506.9
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1506.5
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
1504.3
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
1497.9
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
1496.5
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
1492.3
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
1489.2
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
1487.5
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1484.8
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
1483.7
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
1483.4
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
1483.1
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
1480.9
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1478.9
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
1478.8
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
1474.8
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
1468.7
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
1458.6
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
1456.5
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
1453.5
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
1452.4
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
1443.9
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
1442.7
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1437.7
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
1435.2
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
1431.0
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
1425.1
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
1421.2
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
1421.2
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
1418.3
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
1416.9
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
1410.5
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
1405.5
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
1405.1
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
1403.2
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
1398.1
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
1394.8
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
1394.1
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
1393.0
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
1387.9
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
1387.1
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
1386.4
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1384.5
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
1378.3
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
1377.2
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
1375.2
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
1369.9
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
1365.7
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
1364.1
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1362.3
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
1360.4
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
1360.3
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
1358.9
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
1358.7
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
1356.4
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
1352.6
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1351.1
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1345.2
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
1344.3
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
1344.2
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
1343.7
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
1331.9
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
1329.9
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
1325.3
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
1324.9
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
1322.2
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
1314.3
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
1312.7
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
1312.5
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1303.2
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
1300.8
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
1299.7
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
1299.3
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
1298.9
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
1298.1
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
1297.5
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1297.0
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
1296.1
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
1293.5
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
1290.9
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
1288.6
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
1287.0
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
1283.2
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
1283.1
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
1277.0
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
1277.0
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1274.9
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
1271.6
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
1267.8
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1261.1
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
1254.1
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
1252.3
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1251.8
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
1251.2
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1241.1
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
1236.5
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
1236.2
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
1233.7
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
1231.5
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1230.5
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
1225.5
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
1222.1
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
1213.7
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
1212.1
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
1205.9
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1204.6
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
1201.5
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
1201.3
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
1200.9
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
1199.6
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
1196.7
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
1196.4
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
1196.1
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
1194.2
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
1192.1
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
1191.6
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
1188.0
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
1186.5
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
1185.1
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
1170.4
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
1169.6
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
1168.5
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
1167.8
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
1166.6
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
1164.7
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
1158.9
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
1146.8
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
1144.1
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
1142.6
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
1136.4
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
1135.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
1135.2
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
1133.2
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
1131.3
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
1128.2
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
1122.5
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
1120.7
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
1120.0
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
1118.1
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
1117.0
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
1114.6
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
1114.6
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
1114.4
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
1111.8
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
1109.8
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
1093.1
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
1092.9
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
1089.6
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
1088.5
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
1088.0
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
1087.8
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
1084.6
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1084.4
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
1082.7
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
1082.5
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
1082.1
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
1081.0
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
1079.3
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1077.8
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
1076.9
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1073.5
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
1064.5
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1058.3
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
1057.5
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
1056.2
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1053.3
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
1053.2
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
1050.9
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
1050.7
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
1044.9
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
1044.3
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
1042.4
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
1038.9
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
1038.6
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
1035.7
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
1024.1
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
1021.9
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
1019.4
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
1017.7
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
1012.0
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
1011.7
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1011.7
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
1010.2
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
1009.0
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
1008.8
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
1006.6
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
1005.7
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
1002.8
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
1002.7
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
1002.6
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
1000.3
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
999.1
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
996.2
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
992.8
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
989.8
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
988.9
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
988.9
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
986.5
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
985.0
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
984.9
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
980.5
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
979.9
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
978.6
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
976.8
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
976.5
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
971.6
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
968.3
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
967.6
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
966.8
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
966.5
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
965.9
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
964.9
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
964.9
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
961.1
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
959.5
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
957.6
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
956.7
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
951.3
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
950.0
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
947.9
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
942.0
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
937.3
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
935.3
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
924.0
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
922.1
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
920.2
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
918.5
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
917.3
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
916.5
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
913.2
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
907.3
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
905.8
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
905.0
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
904.0
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
898.9
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
897.6
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
897.2
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
890.4
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
889.9
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
878.6
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
875.5
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
872.7
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
869.0
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
866.2
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
866.0
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
866.0
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
865.6
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
861.2
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
859.4
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
857.4
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
852.2
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
848.5
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
847.8
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
837.2
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
832.5
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
829.2
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
823.7
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
821.9
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
806.6
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
798.8
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
795.7
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
788.1
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
760.2
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
758.3
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
755.7
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
745.3
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
741.3
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
740.7
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
735.9
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
734.1
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
722.2
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
717.7
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
716.2
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
679.5
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
672.7
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
651.5
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
647.5
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
639.3
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
605.8
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
568.8
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
540.0
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
503.6
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 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.
PTMA 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
1233.6
Number of samples
68
Samples
Sample
Description
TPM
L658
0 years, female, stage:Stage IIB, alive, 2083 days
3666.3
L539
0 years, male, stage:Stage IB, dead, 370 days
3091.4
L447
0 years, male, stage:Stage IIB, alive, 3203 days
2159.7
L488
0 years, female, stage:Stage IIA, alive, 2993 days
1975.8
L857
0 years, male, stage:Stage IB, dead, 226 days
1968.8
L496
0 years, male, stage:Stage IB, alive, 2761 days
1859.9
L820
0 years, female, stage:Stage IA, alive, 2405 days
1742.0
L755
0 years, male, stage:Stage IIA, dead, 227 days
1733.8
L818
0 years, male, stage:Stage IB, alive, 2480 days
1638.4
L739
0 years, female, stage:Stage IIIA, dead, 352 days
1621.0
L608
0 years, male, stage:Stage IA, alive, 2350 days
1619.2
L736
0 years, male, stage:Stage IA, dead, 1195 days
1473.2
L650
0 years, female, stage:Stage IB, dead, 986 days
1467.4
L860
0 years, male, stage:Stage IA, alive, 2056 days
1466.0
L559
0 years, male, stage:Stage IIB, alive, 2615 days
1465.0
L472
0 years, male, stage:Stage IB, dead, 423 days
1432.5
L824
0 years, male, stage:Stage IA, dead, 665 days
1420.6
L854
0 years, female, stage:Stage IB, alive, 2256 days
1372.5
L592
0 years, male, stage:Stage IB, alive, 2368 days
1362.0
L756
0 years, male, stage:Stage IB, alive, 1796 days
1355.8
L644
0 years, male, stage:Stage IA, dead, 282 days
1343.7
L661
0 years, male, stage:Stage IA, dead, 1123 days
1288.3
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1264.5
L852
0 years, male, stage:Stage IB, dead, 700 days
1259.8
L490
0 years, male, stage:Stage IA, dead, 716 days
1254.6
L788
0 years, female, stage:Stage IA, alive, 3385 days
1254.5
L633
0 years, female, stage:Stage IA, alive, 2102 days
1239.5
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
1236.7
L747
0 years, female, stage:Stage IA, dead, 1112 days
1226.6
L568
0 years, female, stage:Stage IIB, dead, 71 days
1219.5
L459
0 years, male, stage:Stage IIA, alive, 3181 days
1218.5
L483
0 years, male, stage:Stage IB, dead, 77 days
1210.2
L864
0 years, female, stage:Stage IA, alive, 2192 days
1209.9
L881
0 years, male, stage:Stage IB, alive, 1752 days
1190.3
L685
0 years, female, stage:Stage IIB, alive, 1944 days
1164.5
L442
0 years, female, stage:Stage IB, dead, 2433 days
1144.6
L468
0 years, male, stage:Stage IB, alive, 3004 days
1129.3
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1117.1
L744
0 years, male, stage:Stage IA, alive, 1614 days
1111.9
L719
0 years, male, stage:Stage IB, alive, 1615 days
1074.1
L420
0 years, female, stage:Stage IIB, dead, 295 days
1064.5
L406
0 years, male, stage:Stage IA, alive, 3057 days
1053.9
L444
0 years, female, stage:Stage IIB, alive, 3337 days
1029.8
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1025.1
L642
0 years, male, stage:Stage IB, dead, 1167 days
996.9
L464
0 years, male, stage:Stage IB, dead, 1935 days
992.1
L466
0 years, female, stage:Stage IIIA, dead, 412 days
986.0
L712
0 years, male, stage:Stage IA, alive, 1698 days
983.2
L652
0 years, male, stage:Stage IA, dead, 5 days
981.1
L723
0 years, male, stage:Stage IIA, dead, 433 days
930.1
L457
0 years, female, stage:Stage IIA, alive, 2901 days
922.9
L767
0 years, male, stage:Stage IA, alive, 1718 days
922.5
L470
0 years, female, stage:Stage IB, dead, 1774 days
880.8
L858
0 years, female, stage:Stage IIB, dead, 558 days
856.9
L534
0 years, male, stage:Stage IIA, alive, 2693 days
854.5
L586
0 years, male, stage:Stage IIA, dead, 784 days
854.3
L715
0 years, female, stage:Stage IIIA, dead, 150 days
815.0
L456
0 years, male, stage:Stage IIA, dead, 1660 days
790.7
L886
0 years, male, stage:Stage IB, dead, 1932 days
783.1
L529
0 years, female, stage:Stage IA, alive, 2775 days
781.2
L856
0 years, male, stage:Stage IA, dead, 1465 days
761.7
L604
0 years, male, stage:Stage IIA, dead, 286 days
740.5
L753
0 years, male, stage:Stage IIA, alive, 1705 days
736.3
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
729.9
L884
0 years, male, stage:Stage IIA, alive, 1627 days
640.1
L758
0 years, male, stage:Stage IA, dead, 1562 days
636.4
L760
0 years, male, stage:Stage IIA, alive, 1895 days
607.9
L572
0 years, male, stage:Stage IA, alive, 2532 days
484.5
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0090340003
Tumor
1.4
CPT0068610003
Tumor
1.4
CPT0118880003
Tumor
1.3
CPT0090570004
Tumor
1.2
CPT0069520003
Tumor
1.0
CPT0117970003
Tumor
1.0
CPT0118570003
Tumor
1.0
CPT0118810003
Tumor
1.0
CPT0052170004
Tumor
0.9
CPT0069360003
Tumor
0.9
CPT0105060003
Tumor
0.9
CPT0084140003
Tumor
0.8
CPT0052940004
Tumor
0.8
CPT0001060010
Tumor
0.8
CPT0105600003
Tumor
0.8
CPT0067250003
Tumor
0.7
CPT0090700003
Tumor
0.7
CPT0083780003
Tumor
0.7
CPT0067070003
Tumor
0.7
CPT0147380004
Tumor
0.7
CPT0068100003
Tumor
0.6
CPT0069700003
Tumor
0.6
CPT0114840003
Tumor
0.6
CPT0066780003
Tumor
0.6
CPT0118340003
Tumor
0.6
CPT0115070003
Tumor
0.6
CPT0082740004
Tumor
0.5
CPT0013880003
Tumor
0.5
CPT0001960003
Tumor
0.5
CPT0014260003
Tumor
0.5
CPT0104970003
Tumor
0.5
CPT0105270003
Tumor
0.4
CPT0118160003
Tumor
0.4
CPT0014860003
Tumor
0.4
CPT0008450003
Tumor
0.4
CPT0098130003
Tumor
0.4
CPT0118620003
Tumor
0.4
CPT0063810003
Tumor
0.4
CPT0090170004
Tumor
0.4
CPT0000920017
Tumor
0.4
CPT0089340003
Tumor
0.4
CPT0147480004
Tumor
0.3
CPT0148180004
Tumor
0.3
CPT0011910004
Tumor
0.3
CPT0105330003
Tumor
0.3
CPT0013600003
Tumor
0.2
CPT0051690004
Tumor
0.2
CPT0068800003
Tumor
0.2
CPT0105230003
Tumor
0.2
CPT0008410003
Tumor
0.2
CPT0109830004
Tumor
0.2
CPT0105510003
Tumor
0.2
CPT0146980004
Tumor
0.2
CPT0105710003
Tumor
0.2
CPT0001660013
Tumor
0.1
CPT0146780004
Tumor
0.1
CPT0147080004
Tumor
0.1
CPT0067940003
Tumor
0.1
CPT0114660004
Tumor
0.1
CPT0102450003
Tumor
0.1
CPT0083390004
Tumor
0.1
CPT0021450003
Tumor
0.1
CPT0092530003
Tumor
0.1
CPT0063730003
Tumor
0.1
CPT0109680004
Tumor
0.1
CPT0090860003
Tumor
0.1
CPT0104750003
Tumor
0.1
CPT0118200003
Tumor
0.1
CPT0146880004
Tumor
0.0
CPT0105940003
Tumor
0.0
CPT0147980004
Tumor
0.0
CPT0082850004
Tumor
0.0
CPT0111300003
Tumor
0.0
CPT0147880004
Tumor
0.0
CPT0053040004
Tumor
0.0
CPT0146680004
Tumor
0.0
CPT0114010003
Normal
0.0
CPT0091240003
Tumor
0.0
CPT0011710004
Tumor
-0.1
CPT0109740004
Tumor
-0.1
CPT0113990003
Tumor
-0.1
CPT0067620003
Tumor
-0.1
CPT0105630003
Tumor
-0.1
CPT0148280004
Tumor
-0.1
CPT0086750003
Tumor
-0.1
CPT0001380003
Tumor
-0.2
CPT0110860004
Tumor
-0.2
CPT0015410003
Tumor
-0.2
CPT0091860003
Tumor
-0.2
CPT0001800013
Tumor
-0.2
CPT0106110003
Tumor
-0.2
CPT0023310003
Tumor
-0.2
CPT0109720004
Tumor
-0.2
CPT0097580003
Tumor
-0.2
CPT0079830003
Tumor
-0.2
CPT0147500003
Normal
-0.3
CPT0001590003
Normal
-0.3
CPT0067450003
Tumor
-0.3
CPT0092240003
Tumor
-0.3
CPT0104630003
Tumor
-0.3
CPT0068650003
Normal
-0.3
CPT0112060003
Tumor
-0.3
CPT0109850003
Normal
-0.3
CPT0105250003
Normal
-0.3
CPT0066810003
Normal
-0.3
CPT0092930003
Tumor
-0.4
CPT0147580004
Tumor
-0.4
CPT0001070003
Normal
-0.4
CPT0083100003
Tumor
-0.4
CPT0086310003
Tumor
-0.4
CPT0063750003
Normal
-0.4
CPT0067290003
Normal
-0.4
CPT0067770003
Normal
-0.4
CPT0001580009
Tumor
-0.4
CPT0013630003
Normal
-0.4
CPT0105190003
Normal
-0.4
CPT0113210003
Tumor
-0.4
CPT0105980003
Normal
-0.4
CPT0014930003
Normal
-0.4
CPT0069550003
Normal
-0.5
CPT0110980004
Tumor
-0.5
CPT0011930003
Normal
-0.5
CPT0066890003
Tumor
-0.5
CPT0111480003
Normal
-0.5
CPT0067950003
Normal
-0.5
CPT0147100003
Normal
-0.5
CPT0147900003
Normal
-0.5
CPT0109760003
Normal
-0.5
CPT0021490003
Normal
-0.5
CPT0118890003
Normal
-0.5
CPT0092940003
Normal
-0.6
CPT0067110003
Normal
-0.6
CPT0069370003
Normal
-0.6
CPT0118180003
Normal
-0.6
CPT0118600003
Normal
-0.6
CPT0097600003
Normal
-0.6
CPT0147000003
Normal
-0.6
CPT0147600003
Normal
-0.6
CPT0001970003
Normal
-0.6
CPT0070060003
Tumor
-0.6
CPT0086320003
Normal
-0.6
CPT0014290003
Normal
-0.6
CPT0023320003
Normal
-0.6
CPT0105740003
Normal
-0.7
CPT0118240003
Normal
-0.7
CPT0125810003
Tumor
-0.7
CPT0146800003
Normal
-0.7
CPT0086770003
Normal
-0.7
CPT0092250003
Normal
-0.7
CPT0114690003
Normal
-0.7
CPT0083140003
Normal
-0.7
CPT0001810003
Normal
-0.7
CPT0089360003
Normal
-0.7
CPT0105680003
Normal
-0.7
CPT0105550003
Normal
-0.7
CPT0090600003
Normal
-0.7
CPT0102480003
Normal
-0.7
CPT0104650003
Normal
-0.7
CPT0015420003
Normal
-0.7
CPT0113220003
Normal
-0.7
CPT0083810003
Normal
-0.7
CPT0148300003
Normal
-0.7
CPT0069720003
Normal
-0.7
CPT0090200003
Normal
-0.8
CPT0148000003
Normal
-0.8
CPT0084170003
Normal
-0.8
CPT0109700003
Normal
-0.8
CPT0114880003
Normal
-0.8
CPT0000930003
Normal
-0.8
CPT0115090003
Normal
-0.8
CPT0148200003
Normal
-0.8
CPT0091870003
Normal
-0.8
CPT0118360003
Normal
-0.8
CPT0055100004
Tumor
-0.8
CPT0146700003
Normal
-0.8
CPT0013910003
Normal
-0.8
CPT0011750003
Normal
-0.8
CPT0082770003
Normal
-0.8
CPT0147400003
Normal
-0.8
CPT0148100003
Normal
-0.8
CPT0105010004
Normal
-0.8
CPT0146600003
Normal
-0.8
CPT0001390003
Normal
-0.8
CPT0118830003
Normal
-0.8
CPT0104760003
Normal
-0.8
CPT0105370004
Normal
-0.8
CPT0090720003
Normal
-0.9
CPT0068130003
Normal
-0.9
CPT0068830003
Normal
-0.9
CPT0082890003
Normal
-0.9
CPT0091260003
Normal
-0.9
CPT0118650003
Normal
-0.9
CPT0066930003
Normal
-0.9
CPT0090370003
Normal
-0.9
CPT0109710003
Normal
-1.0
CPT0111590003
Normal
-1.0
CPT0106100003
Normal
-1.0
CPT0083420003
Normal
-1.0
CPT0112080003
Normal
-1.0
CPT0090900004
Normal
-1.1
CPT0110890003
Normal
-1.1
CPT0118010003
Normal
-1.2
CPT0105610003
Normal
-1.2
CPT0125830003
Normal
-1.3
CPT0079850003
Normal
-1.3
CPT0008420003
Normal
-1.4
CPT0062810003
Normal
-1.7
CPT0067470004
Normal
-1.8
CPT0063840003
Normal
-1.8
CPT0070080003
Normal
-2.1
CPT0001690003
Normal
-2.5
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
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LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0233320003
Tumor
1.9
CPT0227020003
Tumor
1.6
CPT0112720003
Tumor
1.4
CPT0123350003
Tumor
1.3
CPT0204990003
Tumor
1.3
CPT0237760003
Tumor
1.2
CPT0192540004
Tumor
1.2
CPT0112730003
Normal
1.1
CPT0175390003
Tumor
1.1
CPT0175410003
Normal
1.0
CPT0237780003
Normal
1.0
CPT0087190003
Tumor
0.9
CPT0205000003
Normal
0.9
CPT0191710003
Tumor
0.8
CPT0202170003
Tumor
0.8
CPT0221650003
Tumor
0.8
CPT0079100003
Tumor
0.8
CPT0083980003
Tumor
0.8
CPT0064040003
Tumor
0.8
CPT0195510003
Tumor
0.7
CPT0068280003
Tumor
0.7
CPT0123370003
Normal
0.6
CPT0102790003
Tumor
0.6
CPT0202020008
Tumor
0.6
CPT0063480003
Tumor
0.6
CPT0101130003
Tumor
0.6
CPT0023470003
Tumor
0.6
CPT0090440003
Tumor
0.6
CPT0197210003
Tumor
0.6
CPT0237690004
Tumor
0.6
CPT0086260003
Tumor
0.5
CPT0241170003
Tumor
0.5
CPT0197480003
Tumor
0.5
CPT0104360003
Tumor
0.5
CPT0191860003
Tumor
0.5
CPT0237200004
Tumor
0.5
CPT0207210003
Tumor
0.4
CPT0218280003
Tumor
0.4
CPT0222730003
Tumor
0.4
CPT0063430003
Tumor
0.4
CPT0126670003
Tumor
0.4
CPT0204800003
Tumor
0.4
CPT0227400003
Tumor
0.4
CPT0234790003
Tumor
0.3
CPT0010050003
Tumor
0.3
CPT0091610003
Tumor
0.3
CPT0130410003
Tumor
0.3
CPT0209490003
Tumor
0.3
CPT0202350004
Tumor
0.3
CPT0112540003
Tumor
0.3
CPT0197150003
Tumor
0.3
CPT0117720003
Tumor
0.3
CPT0128890003
Tumor
0.3
CPT0237410004
Tumor
0.3
CPT0234930004
Tumor
0.2
CPT0187370003
Tumor
0.2
CPT0245780003
Tumor
0.2
CPT0221200003
Tumor
0.2
CPT0091050003
Tumor
0.2
CPT0190550003
Tumor
0.2
CPT0208770003
Tumor
0.2
CPT0236420003
Tumor
0.2
CPT0219360003
Tumor
0.2
CPT0126740003
Tumor
0.2
CPT0108560003
Tumor
0.2
CPT0197740003
Tumor
0.1
CPT0175560003
Tumor
0.1
CPT0186130003
Tumor
0.1
CPT0232670003
Tumor
0.1
CPT0217420003
Tumor
0.1
CPT0105420003
Tumor
0.1
CPT0237970004
Tumor
0.0
CPT0007740003
Tumor
0.0
CPT0197090003
Tumor
0.0
CPT0126390003
Tumor
0.0
CPT0001020003
Tumor
0.0
CPT0069890003
Tumor
0.0
CPT0238110004
Tumor
0.0
CPT0111150004
Tumor
0.0
CPT0225380003
Tumor
0.0
CPT0147680004
Tumor
0.0
CPT0126810003
Tumor
0.0
CPT0126830003
Normal
0.0
CPT0104930003
Tumor
0.0
CPT0130030003
Tumor
0.0
CPT0204600003
Tumor
0.0
CPT0186180003
Tumor
0.0
CPT0126530003
Tumor
-0.1
CPT0136640003
Tumor
-0.1
CPT0183250004
Tumor
-0.1
CPT0223790003
Tumor
-0.1
CPT0233600003
Tumor
-0.1
CPT0146380004
Tumor
-0.1
CPT0237060004
Tumor
-0.1
CPT0147180004
Tumor
-0.1
CPT0130270003
Tumor
-0.1
CPT0091820003
Tumor
-0.1
CPT0209020004
Tumor
-0.1
CPT0112580003
Tumor
-0.1
CPT0112650003
Tumor
-0.1
CPT0202530004
Tumor
-0.1
CPT0146480004
Tumor
-0.1
CPT0079050003
Tumor
-0.1
CPT0218310003
Normal
-0.1
CPT0245880003
Tumor
-0.2
CPT0234560003
Tumor
-0.2
CPT0223820003
Normal
-0.2
CPT0237710003
Normal
-0.2
CPT0091090003
Normal
-0.2
CPT0202720003
Tumor
-0.2
CPT0245830003
Tumor
-0.2
CPT0089880003
Tumor
-0.2
CPT0237550004
Tumor
-0.2
CPT0221660003
Normal
-0.2
CPT0010060003
Normal
-0.2
CPT0175260003
Tumor
-0.2
CPT0233640003
Normal
-0.2
CPT0237570003
Normal
-0.3
CPT0098770003
Tumor
-0.3
CPT0079110003
Normal
-0.3
CPT0187380003
Normal
-0.3
CPT0196810003
Tumor
-0.3
CPT0233120003
Tumor
-0.3
CPT0191750003
Normal
-0.3
CPT0245790003
Normal
-0.3
CPT0209510003
Normal
-0.3
CPT0207250003
Normal
-0.3
CPT0126470003
Normal
-0.4
CPT0219390003
Normal
-0.4
CPT0102840003
Normal
-0.4
CPT0126450003
Tumor
-0.4
CPT0115830003
Tumor
-0.4
CPT0130440004
Normal
-0.4
CPT0209040003
Normal
-0.4
CPT0175120003
Tumor
-0.4
CPT0241210003
Normal
-0.4
CPT0237210003
Normal
-0.4
CPT0147700003
Normal
-0.4
CPT0091620003
Normal
-0.5
CPT0221220003
Normal
-0.5
CPT0068320003
Normal
-0.5
CPT0222740003
Normal
-0.5
CPT0197520003
Normal
-0.5
CPT0063500003
Normal
-0.5
CPT0128900003
Normal
-0.5
CPT0208780003
Normal
-0.5
CPT0232690003
Normal
-0.5
CPT0197380003
Normal
-0.5
CPT0234950004
Normal
-0.5
CPT0023500003
Normal
-0.5
CPT0175160003
Normal
-0.5
CPT0202400004
Normal
-0.5
CPT0195520003
Normal
-0.5
CPT0227070003
Normal
-0.5
CPT0202220004
Normal
-0.5
CPT0175270003
Normal
-0.6
CPT0236430003
Normal
-0.6
CPT0079060003
Normal
-0.6
CPT0237430003
Normal
-0.6
CPT0117770003
Normal
-0.6
CPT0086270003
Normal
-0.6
CPT0104380003
Normal
-0.6
CPT0126400003
Normal
-0.6
CPT0083990003
Normal
-0.6
CPT0197860003
Normal
-0.6
CPT0112550003
Normal
-0.6
CPT0196820003
Normal
-0.6
CPT0227420003
Normal
-0.6
CPT0234820003
Normal
-0.6
CPT0186210003
Normal
-0.6
CPT0147200003
Normal
-0.6
CPT0192590004
Normal
-0.6
CPT0238130003
Normal
-0.7
CPT0115860003
Normal
-0.7
CPT0112600003
Normal
-0.7
CPT0237990003
Normal
-0.7
CPT0186140003
Normal
-0.7
CPT0237080003
Normal
-0.7
CPT0007760003
Normal
-0.7
CPT0233160003
Normal
-0.7
CPT0130070003
Normal
-0.7
CPT0202040003
Normal
-0.7
CPT0197170003
Normal
-0.7
CPT0130310003
Normal
-0.7
CPT0087210003
Normal
-0.7
CPT0146400003
Normal
-0.7
CPT0111000004
Normal
-0.7
CPT0104950003
Normal
-0.7
CPT0191930003
Normal
-0.7
CPT0105430003
Normal
-0.7
CPT0108600003
Normal
-0.8
CPT0098800003
Normal
-0.8
CPT0245840003
Normal
-0.8
CPT0183270003
Normal
-0.8
CPT0001030003
Normal
-0.8
CPT0225470003
Normal
-0.8
CPT0112660003
Normal
-0.8
CPT0204660003
Normal
-0.8
CPT0136660003
Normal
-0.8
CPT0217490003
Normal
-0.8
CPT0233330003
Normal
-0.9
CPT0202740003
Normal
-0.9
CPT0126760003
Normal
-0.9
CPT0146500003
Normal
-0.9
CPT0063440003
Normal
-0.9
CPT0202580004
Normal
-0.9
CPT0197100003
Normal
-1.0
CPT0069900003
Normal
-1.0
CPT0204820003
Normal
-1.0
CPT0245890003
Normal
-1.1
CPT0064050003
Normal
-1.3
CPT0234580003
Normal
-1.8
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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.