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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.
RPS10 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
542.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4533.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1488.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1044.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1009.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
954.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
937.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
898.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
882.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
873.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
859.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
841.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
841.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
805.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
791.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
780.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
779.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
772.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
751.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
746.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
736.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
731.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
717.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
689.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
682.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
662.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
661.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
636.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
634.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
622.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
589.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
588.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
565.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
549.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
506.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
506.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
500.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
483.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
467.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
465.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
456.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
432.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
428.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
89.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
88.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
68.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
61.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
58.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
56.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
51.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
46.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
45.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
35.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
35.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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.
RPS10 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
1353.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6759.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4666.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3816.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3617.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3343.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3148.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3045.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2935.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2924.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
2702.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2692.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2622.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2581.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2539.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2508.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2485.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2437.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2423.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2403.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2359.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2330.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2324.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
2280.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2213.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2191.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2165.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
2152.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2121.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2107.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2091.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2088.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
2088.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2069.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2066.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2044.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
2044.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
2042.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2019.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2013.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2001.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1997.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1980.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1952.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1949.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1949.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1944.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1943.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1939.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1936.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1932.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1919.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1917.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1909.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1905.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1880.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1877.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1875.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1873.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1873.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1867.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1852.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1838.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1821.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1818.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1812.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1798.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1794.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1786.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1786.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1780.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1776.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1772.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1763.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1761.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1758.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1756.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1752.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1750.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1742.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1741.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1739.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1726.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1725.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1720.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1715.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1713.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1713.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1705.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1705.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1704.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1702.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1701.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1689.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1687.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1679.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1678.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1677.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1674.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1673.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1671.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1670.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1664.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1662.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1662.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1662.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1659.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1657.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1656.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1654.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1651.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1651.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1642.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1639.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1639.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1633.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1630.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1630.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1619.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1619.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1618.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1610.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1610.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1610.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1608.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1606.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1601.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1596.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1593.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1590.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1590.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1588.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1588.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1587.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1585.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1585.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1585.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1584.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1574.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1572.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1569.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1567.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1564.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1560.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1558.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1556.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1555.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1552.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1543.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1536.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1534.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1531.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1526.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1525.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1523.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1523.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1522.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1521.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1518.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1513.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1509.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1506.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1506.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1503.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1497.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1496.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1489.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1488.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1486.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1485.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1482.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1479.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1474.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1473.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1472.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1463.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1460.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1460.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1460.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1457.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1456.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1454.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1449.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1445.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1442.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1441.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1441.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1437.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1437.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1436.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1436.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1435.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1418.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1417.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1415.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1414.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1412.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1411.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1407.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1407.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1406.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1404.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1397.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1396.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1393.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1387.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1385.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1384.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1384.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1383.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1382.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1379.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1377.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1375.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1374.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1372.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1370.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1369.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1364.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1364.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1360.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1358.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1358.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1357.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1356.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1343.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1341.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1341.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1340.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1337.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1336.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1335.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1328.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1322.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1320.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1320.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1318.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1318.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1317.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1316.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1313.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1310.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1300.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1299.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1299.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1298.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1298.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1297.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1296.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1295.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1294.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1294.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1291.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1286.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1283.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1281.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1279.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1278.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1278.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1274.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1272.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1268.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1265.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1265.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1261.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1260.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1259.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1258.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1257.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1257.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1246.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1244.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1242.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1242.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1240.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1239.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1237.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1235.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1233.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1230.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1230.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1230.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1229.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1227.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1225.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1223.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1221.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1220.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1219.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1219.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1217.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1213.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1211.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1211.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1208.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1206.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1204.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1203.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1200.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1200.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1197.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1191.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1189.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1188.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1187.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1186.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1182.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1181.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1181.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1181.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1180.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1179.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1178.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1171.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1169.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1166.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1166.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1164.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1164.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1164.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1164.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1162.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1162.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1160.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1159.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1159.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1157.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1155.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1152.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1151.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1150.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1146.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1142.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1142.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1140.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1139.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1139.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1137.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1136.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1136.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1136.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1134.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1133.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1132.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1126.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1126.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1125.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1121.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1119.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1113.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1112.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1112.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1111.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1110.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1110.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1105.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1101.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1100.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1099.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1099.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1099.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1098.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1095.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1095.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1090.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1088.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1087.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1082.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1081.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1077.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1073.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1073.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1072.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1072.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1071.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1070.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1069.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1065.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1064.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1064.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1062.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1059.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1059.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1056.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1055.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1055.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1054.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1050.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1048.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1048.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1046.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1045.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1044.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1044.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1041.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1041.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1041.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1040.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1040.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1039.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1037.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1036.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1032.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1031.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1027.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1027.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1026.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1026.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1025.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1024.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1021.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1021.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1017.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1015.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1010.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1010.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1009.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1006.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
999.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
988.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
981.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
978.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
977.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
969.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
967.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
967.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
964.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
959.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
957.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
952.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
949.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
949.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
940.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
940.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
939.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
938.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
935.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
933.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
926.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
925.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
924.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
921.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
921.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
919.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
914.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
913.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
904.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
903.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
895.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
891.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
889.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
885.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
878.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
874.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
873.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
871.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
864.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
852.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
849.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
849.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
848.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
848.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
848.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
845.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
837.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
833.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
833.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
828.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
820.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
820.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
819.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
817.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
814.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
814.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
813.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
806.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
806.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
805.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
803.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
794.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
791.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
785.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
781.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
774.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
751.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
751.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
749.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
739.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
730.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
722.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
722.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
716.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
714.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
704.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
698.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
697.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
688.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
686.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
680.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
676.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
673.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
670.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
657.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
651.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
633.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
615.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
595.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
579.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
563.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
558.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
552.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
552.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
530.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
509.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
459.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
454.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
445.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
426.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
420.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
330.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
202.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
RPS10 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
1151.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2711.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2675.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2241.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1865.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1836.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1784.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1734.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1707.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1706.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1614.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1601.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1574.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1557.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1533.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1519.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1507.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1478.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1446.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1398.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1387.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1379.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1361.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1338.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1337.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1299.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1265.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1253.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1245.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1237.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1234.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1228.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1207.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1205.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1194.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1182.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1175.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1168.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1165.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1158.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1155.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1152.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1138.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1128.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1109.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1099.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1093.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1093.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1091.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1080.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1074.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1068.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1063.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1056.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1054.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1040.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1039.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1025.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1022.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1022.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1018.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1011.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1002.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
997.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
994.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
985.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
983.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
979.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
974.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
973.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
968.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
951.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
945.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
908.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
907.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
907.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
900.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
900.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
899.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
898.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
891.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
872.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
869.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
860.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
857.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
844.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
834.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
821.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
810.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
802.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
795.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
789.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
785.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
762.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
745.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
728.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
683.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
618.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
592.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
486.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
RPS10 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
922.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6063.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3154.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3149.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2999.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2581.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2521.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2482.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2324.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2310.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2244.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2200.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2171.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2022.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2000.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1979.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1951.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1934.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1894.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1866.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1866.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1865.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1800.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1797.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1789.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1751.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1738.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1691.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1688.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1663.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1649.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1628.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1627.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1618.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1566.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1553.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1529.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1506.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1504.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1488.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1482.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1443.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1443.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1438.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1424.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1419.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1406.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1400.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1394.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1381.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1371.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1371.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1365.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1358.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1355.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1350.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1339.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1330.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1328.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1315.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1314.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1313.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1312.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1312.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1299.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1298.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1283.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1279.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1277.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1274.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1273.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1270.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1261.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1239.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1237.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1232.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1224.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1219.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1208.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1201.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1197.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1193.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1188.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1188.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1187.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1181.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1177.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1172.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1168.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1154.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1152.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1150.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1148.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1146.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1137.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1132.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1128.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1126.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1124.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1121.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1113.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1111.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1110.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1103.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1103.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1101.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1094.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1093.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1089.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1087.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1085.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1081.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1079.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1072.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1072.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1069.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1067.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1066.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1059.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1058.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1056.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1055.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1054.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1051.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1046.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1045.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1043.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1040.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1035.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1027.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1027.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1025.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1025.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1022.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1022.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1012.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1011.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1008.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1007.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
998.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
995.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
993.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
979.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
977.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
967.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
953.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
952.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
948.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
946.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
944.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
937.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
934.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
933.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
931.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
930.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
929.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
928.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
926.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
911.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
908.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
900.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
890.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
883.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
882.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
882.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
880.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
879.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
877.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
872.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
859.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
852.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
843.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
842.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
836.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
834.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
823.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
821.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
812.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
804.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
802.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
796.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
781.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
778.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
776.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
766.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
764.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
761.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
759.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
758.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
717.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
701.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
701.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
693.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
692.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
684.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
680.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
679.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
656.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
648.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
613.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
612.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
612.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
609.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
607.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
599.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
592.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
575.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
541.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
533.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
487.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
471.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
469.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
171.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
114.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
113.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
105.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
103.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
89.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
85.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
83.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
83.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
81.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
77.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
77.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
73.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
72.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
66.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
64.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
63.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
61.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
59.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
59.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
58.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
55.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
54.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
52.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
51.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
51.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
49.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
46.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
45.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
45.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
43.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
42.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
41.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
40.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
39.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
39.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
38.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
38.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
38.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
37.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
36.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
35.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
34.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
34.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
33.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
29.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
27.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
23.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
22.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
0.9
CPT0001340003
Tumor
0.6
CPT0023350003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0075130003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0086030003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0075560003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0092730003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0010110003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0015810003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0092790003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0006530001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0007860003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0088710001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0026420001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0012770003
Normal
-0.4
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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
