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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GNAS is not prognostic in Kidney Chromophobe (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
2023.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3777.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3755.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3379.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3352.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3279.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3212.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3061.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2920.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2904.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2847.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2785.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2770.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2662.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2651.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
2621.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2595.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2471.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
2423.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2306.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2280.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2274.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2252.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2248.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2227.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2170.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2147.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
2095.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2065.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2037.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2004.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1876.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1863.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1856.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1856.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1854.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1825.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1821.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1819.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1781.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1749.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1718.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1716.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1631.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1587.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1564.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1532.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1527.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1524.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1505.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1493.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1464.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1408.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1391.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1332.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1247.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1226.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1181.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1158.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1108.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
970.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
901.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
857.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
790.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GNAS is not prognostic in Kidney Renal Clear 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
970.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3132.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2882.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2516.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2430.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2277.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2202.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
2080.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2078.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2075.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
2064.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1980.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1937.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1921.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1882.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1866.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1860.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1835.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1832.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1812.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1805.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1802.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1802.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1771.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1724.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1695.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1683.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1679.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1667.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1651.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1645.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1628.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1618.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1613.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1609.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1608.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1605.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1596.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1596.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1593.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1579.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1575.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1571.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1539.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1529.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1521.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1511.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1501.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1495.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1488.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1480.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1478.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1456.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1447.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1444.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1439.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1436.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1435.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1415.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1415.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1392.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1381.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1369.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1365.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1358.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1356.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1351.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1348.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1348.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1340.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1338.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1335.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1325.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1323.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1323.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1321.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1320.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1320.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1314.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1312.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1311.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1308.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1307.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1299.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1295.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1295.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1294.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1289.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1275.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1269.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1268.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1266.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1264.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1264.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1263.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1259.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1255.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1253.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1239.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1234.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1231.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1230.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1221.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1218.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1218.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1210.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1205.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1202.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1200.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1193.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1190.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1189.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1188.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1185.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1185.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1184.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1183.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1175.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1172.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1170.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1169.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1160.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1156.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1156.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1155.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1153.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1152.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1149.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1144.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1132.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1132.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1128.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1116.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1116.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1108.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1107.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1107.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1106.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1105.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1099.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1099.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1099.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1095.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1094.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1092.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1089.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1088.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1087.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1086.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1086.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1084.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1082.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1082.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1080.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1074.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1074.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1069.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1068.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1065.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1064.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1056.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1055.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1055.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1054.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1052.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1047.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1046.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1044.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1043.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1042.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1041.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1041.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1031.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1029.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1027.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1023.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1023.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1022.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1020.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1015.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1015.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1008.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1008.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1007.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1005.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1005.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1004.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1004.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1000.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
999.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
998.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
995.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
994.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
993.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
993.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
992.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
992.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
989.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
988.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
986.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
986.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
985.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
982.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
980.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
977.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
977.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
976.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
976.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
975.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
973.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
973.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
969.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
968.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
966.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
966.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
966.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
963.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
961.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
961.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
961.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
961.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
960.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
957.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
956.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
954.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
953.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
950.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
949.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
949.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
948.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
948.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
946.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
945.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
945.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
944.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
944.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
941.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
941.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
937.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
936.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
933.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
932.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
931.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
929.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
928.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
927.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
927.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
919.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
918.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
917.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
917.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
915.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
914.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
913.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
912.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
910.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
909.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
908.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
907.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
906.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
902.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
902.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
899.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
897.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
897.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
894.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
889.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
889.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
889.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
887.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
887.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
885.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
885.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
885.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
884.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
883.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
882.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
881.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
880.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
878.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
878.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
878.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
876.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
871.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
867.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
864.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
863.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
863.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
862.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
862.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
858.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
858.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
857.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
856.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
855.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
854.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
853.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
853.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
852.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
851.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
851.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
850.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
849.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
849.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
847.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
847.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
846.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
839.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
837.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
835.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
834.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
834.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
833.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
833.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
832.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
828.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
828.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
827.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
827.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
824.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
822.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
821.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
820.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
819.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
818.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
817.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
815.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
814.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
813.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
810.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
807.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
806.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
805.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
805.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
802.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
802.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
798.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
798.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
796.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
795.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
793.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
793.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
791.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
791.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
790.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
790.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
788.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
784.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
782.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
781.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
781.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
778.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
777.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
775.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
772.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
771.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
771.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
769.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
768.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
766.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
763.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
763.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
763.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
763.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
761.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
761.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
759.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
758.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
756.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
755.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
755.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
754.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
752.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
751.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
749.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
748.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
746.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
746.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
744.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
739.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
737.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
737.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
734.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
729.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
727.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
726.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
725.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
725.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
723.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
723.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
723.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
722.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
719.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
718.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
716.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
715.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
715.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
714.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
711.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
709.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
708.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
707.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
705.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
704.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
703.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
702.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
701.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
699.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
699.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
699.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
697.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
696.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
696.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
694.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
693.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
693.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
688.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
687.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
685.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
682.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
679.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
677.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
674.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
674.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
672.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
672.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
666.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
664.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
664.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
664.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
664.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
661.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
660.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
660.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
657.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
652.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
650.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
648.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
648.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
647.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
647.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
647.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
646.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
643.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
641.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
640.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
639.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
639.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
636.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
635.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
626.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
624.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
623.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
623.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
622.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
622.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
621.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
620.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
618.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
618.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
615.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
615.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
612.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
609.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
607.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
605.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
603.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
600.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
597.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
593.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
587.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
584.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
574.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
571.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
569.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
563.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
553.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
552.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
549.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
548.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
548.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
546.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
546.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
545.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
545.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
543.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
543.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
537.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
528.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
524.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
514.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
514.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
513.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
513.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
502.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
499.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
486.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
486.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
481.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
479.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
479.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
467.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
466.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
466.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
459.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
455.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
448.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
448.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
439.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
437.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
437.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
430.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
426.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
425.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
395.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
374.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
371.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
311.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
309.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
251.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
164.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GNAS is not prognostic in Kidney Renal Clear 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
918.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12482.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1600.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1562.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1485.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1451.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1368.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1255.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1164.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1135.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1135.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1127.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1089.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1078.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1068.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1066.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1057.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1055.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1033.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1031.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
995.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
994.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
983.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
977.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
939.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
933.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
929.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
918.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
897.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
897.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
892.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
892.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
888.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
881.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
871.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
867.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
859.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
856.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
835.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
834.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
829.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
822.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
821.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
821.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
811.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
805.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
802.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
799.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
787.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
771.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
769.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
761.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
759.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
755.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
755.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
752.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
744.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
742.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
736.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
731.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
730.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
717.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
713.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
709.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
701.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
700.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
697.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
690.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
689.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
686.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
655.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
648.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
644.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
639.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
638.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
629.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
627.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
626.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
588.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
588.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
579.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
562.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
560.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
558.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
556.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
555.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
555.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
548.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
544.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
538.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
535.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
529.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
499.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
496.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
485.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
483.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
454.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
450.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
444.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GNAS is not prognostic in Kidney Renal Papillary 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
1064.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2809.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2657.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2463.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2355.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2241.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2099.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2090.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2031.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1987.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1931.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1876.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1870.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1867.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1844.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
1829.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1805.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1752.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1748.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1739.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1728.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1727.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1723.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1689.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1687.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1684.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1645.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1620.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1578.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1559.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1555.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1554.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1537.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1524.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1511.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1495.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1494.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1486.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1483.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1483.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1479.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1465.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1458.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1451.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1450.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1423.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1412.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1411.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1407.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1392.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1389.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1387.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1369.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1366.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1361.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1358.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1356.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1355.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1354.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1350.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1339.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1327.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
1325.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1322.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1318.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1287.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1280.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1273.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1267.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1261.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1249.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1246.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
1241.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1238.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1237.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1230.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1226.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1223.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1220.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1216.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1200.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1199.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1190.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1185.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1181.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1181.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1181.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1172.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1170.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1167.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1164.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1161.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1160.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1157.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1154.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1154.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1148.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1133.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1131.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1130.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1128.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1128.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1126.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1125.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1123.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1122.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1121.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1121.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1114.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1108.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1106.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1101.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1090.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1089.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1088.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1085.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1080.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1075.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1073.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1072.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1069.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1065.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1064.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1057.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1051.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
1043.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1040.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1035.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1035.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1029.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
1023.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1020.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1020.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1019.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1016.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1013.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1013.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1013.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1010.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1008.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1001.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1000.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
998.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
992.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
987.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
986.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
984.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
982.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
981.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
980.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
969.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
965.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
960.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
957.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
953.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
952.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
950.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
949.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
948.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
947.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
945.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
933.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
932.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
931.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
929.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
928.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
923.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
920.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
913.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
910.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
903.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
902.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
895.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
894.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
893.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
892.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
889.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
886.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
882.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
881.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
881.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
880.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
878.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
878.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
875.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
866.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
857.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
855.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
854.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
854.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
850.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
846.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
845.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
844.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
843.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
835.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
833.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
816.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
815.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
808.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
805.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
804.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
804.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
800.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
795.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
792.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
792.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
789.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
788.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
788.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
784.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
782.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
781.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
780.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
778.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
777.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
776.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
775.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
775.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
774.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
772.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
771.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
765.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
760.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
757.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
754.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
751.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
740.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
739.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
738.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
735.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
735.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
730.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
729.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
724.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
723.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
723.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
719.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
717.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
717.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
711.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
709.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
705.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
701.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
701.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
700.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
693.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
669.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
657.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
656.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
652.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
649.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
647.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
645.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
644.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
641.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
637.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
621.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
612.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
611.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
603.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
601.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
601.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
592.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
586.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
579.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
570.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
563.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
560.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
558.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
524.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
500.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
499.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
481.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
469.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
458.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
455.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
433.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
399.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
388.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
375.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
345.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
329.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.6
CPT0078660003
Tumor
0.5
CPT0012280003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0014160003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0065750003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0086030003
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0092310003
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0012640003
Normal
0.2
CPT0000790001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0084560003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0088920001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0012080003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0077110003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0086970003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0006530001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0017850003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0065930003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0092190003
Normal
-0.4
CPT0017410003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0086870003
Tumor
-0.5
CPT0012900004
Tumor
-0.6
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RENAL 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.
The Human Protein Atlas project is funded
