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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.
RGS5 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
127.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1730.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
831.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
509.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
497.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
484.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
261.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
250.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
241.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
232.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
184.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
148.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
127.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
125.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
115.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
111.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
110.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
103.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
97.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
92.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
90.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
85.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
81.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
70.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
70.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
67.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
66.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
62.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
59.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
58.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
56.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
55.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
52.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
51.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
49.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
47.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
45.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
43.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
43.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
42.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
42.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
41.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
41.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
38.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
37.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
37.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
34.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
33.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
28.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
26.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
RGS5 is validated prognostic, high expression is favorable 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
661.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
4013.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3636.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
3025.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3019.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
2914.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2904.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
2849.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2617.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2397.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2395.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
2375.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
2373.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
2363.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
2289.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2191.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
2191.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
2104.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2033.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2027.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1950.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1949.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1921.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1920.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1919.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1913.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1906.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1848.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1773.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1765.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1759.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1721.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1713.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1699.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1698.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1677.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1670.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1655.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1654.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1630.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1614.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1562.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1544.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1537.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1533.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1518.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1515.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1496.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1486.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1460.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1443.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1434.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1418.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1418.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1414.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1413.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1393.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1391.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1387.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1381.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1379.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1372.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1355.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1331.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1325.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1314.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1309.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1306.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1296.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1290.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1286.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1279.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1275.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1273.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1258.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1236.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1230.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1218.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1215.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1212.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1207.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1175.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1175.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1172.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1169.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1168.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1167.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1159.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1156.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1155.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1143.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1140.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1128.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1126.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1125.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1124.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1111.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1105.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1104.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1100.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1090.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1090.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1083.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1077.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1070.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1070.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1068.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1067.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1063.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1061.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1059.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1059.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1048.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1041.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1034.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1033.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1031.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1024.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1016.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1011.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1008.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1001.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
997.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
996.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
996.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
989.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
986.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
985.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
963.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
962.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
961.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
958.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
953.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
952.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
943.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
940.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
932.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
927.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
917.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
915.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
911.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
905.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
899.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
891.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
887.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
884.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
879.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
874.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
868.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
857.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
852.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
844.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
835.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
832.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
830.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
802.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
802.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
800.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
799.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
793.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
790.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
787.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
783.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
783.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
780.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
776.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
765.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
759.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
756.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
755.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
754.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
754.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
753.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
749.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
747.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
747.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
744.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
734.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
731.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
730.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
729.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
725.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
725.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
723.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
717.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
716.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
715.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
714.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
708.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
699.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
697.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
695.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
693.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
691.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
684.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
678.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
673.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
672.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
671.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
666.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
663.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
663.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
662.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
649.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
648.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
648.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
645.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
643.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
643.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
642.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
635.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
631.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
628.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
620.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
618.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
616.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
614.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
614.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
611.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
610.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
604.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
601.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
601.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
599.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
595.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
594.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
589.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
589.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
589.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
584.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
578.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
577.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
576.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
567.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
567.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
563.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
560.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
559.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
557.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
555.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
550.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
547.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
545.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
543.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
540.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
538.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
538.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
536.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
532.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
529.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
528.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
519.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
518.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
515.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
515.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
513.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
509.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
509.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
507.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
507.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
501.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
497.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
494.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
493.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
491.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
490.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
488.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
486.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
485.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
482.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
462.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
459.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
454.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
451.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
449.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
444.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
442.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
437.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
436.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
432.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
431.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
426.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
425.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
424.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
423.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
422.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
419.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
418.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
412.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
412.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
411.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
409.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
406.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
404.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
404.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
403.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
402.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
402.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
399.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
398.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
397.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
397.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
396.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
391.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
388.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
381.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
378.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
377.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
377.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
370.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
368.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
366.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
365.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
362.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
357.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
351.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
350.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
350.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
349.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
346.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
343.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
341.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
341.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
340.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
339.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
339.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
338.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
337.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
337.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
337.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
335.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
334.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
331.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
326.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
326.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
326.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
325.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
325.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
324.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
322.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
318.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
317.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
315.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
315.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
312.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
311.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
310.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
306.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
301.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
300.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
299.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
296.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
295.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
294.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
289.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
285.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
284.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
282.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
280.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
276.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
274.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
271.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
270.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
269.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
269.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
269.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
267.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
263.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
263.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
262.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
256.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
256.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
255.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
254.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
252.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
251.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
250.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
249.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
248.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
248.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
247.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
247.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
246.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
246.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
244.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
239.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
235.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
234.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
233.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
232.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
232.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
232.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
230.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
228.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
228.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
227.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
226.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
222.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
221.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
213.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
212.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
209.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
209.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
203.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
202.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
201.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
200.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
198.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
191.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
191.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
190.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
190.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
190.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
189.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
188.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
186.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
183.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
181.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
179.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
177.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
174.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
171.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
169.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
168.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
167.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
164.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
161.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
158.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
157.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
156.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
152.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
151.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
150.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
149.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
148.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
144.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
140.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
138.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
138.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
137.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
136.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
135.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
128.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
126.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
122.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
119.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
118.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
116.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
114.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
110.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
109.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
108.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
107.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
107.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
105.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
105.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
104.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
103.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
102.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
101.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
100.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
100.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
99.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
99.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
98.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
96.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
90.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
89.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
87.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
86.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
79.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
78.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
77.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
77.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
76.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
72.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
67.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
65.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
63.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
62.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
61.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
59.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
57.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
55.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
55.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
52.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
49.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
48.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
44.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
40.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
40.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
40.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
38.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
31.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
31.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
27.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
21.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
19.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
18.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
18.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
17.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
RGS5 is validated prognostic, high expression is favorable 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
565.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
3332.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2322.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2240.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2153.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
2021.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1818.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1612.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1547.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1521.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1520.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1482.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1459.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1440.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1407.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1405.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1298.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1210.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1138.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1077.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1004.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
951.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
805.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
766.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
759.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
713.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
693.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
693.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
693.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
682.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
620.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
619.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
585.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
571.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
570.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
564.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
532.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
529.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
507.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
483.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
475.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
473.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
468.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
458.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
433.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
423.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
411.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
380.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
366.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
365.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
355.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
352.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
349.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
348.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
325.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
324.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
319.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
297.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
284.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
264.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
249.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
248.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
241.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
241.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
234.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
231.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
217.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
196.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
164.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
157.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
147.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
129.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
116.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
99.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
91.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
91.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
77.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
70.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
68.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
65.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
63.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
53.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
48.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
48.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
47.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
42.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
36.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
34.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
32.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
19.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
3.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
RGS5 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
31.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1223.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
465.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
407.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
303.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
268.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
216.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
215.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
211.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
208.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
145.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
136.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
122.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
106.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
99.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
93.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
91.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
88.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
85.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
81.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
79.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
69.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
63.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
60.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
58.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
57.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
57.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
55.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
51.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
50.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
48.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
46.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
46.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
43.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
43.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
43.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
41.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
41.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
41.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
40.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
38.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
36.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
34.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
34.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
33.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
31.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
31.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
30.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
30.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
29.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
29.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
29.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
28.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
27.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
27.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
25.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
25.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
22.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
22.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
20.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
20.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
20.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
20.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
19.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
15.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
13.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
11.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
11.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
10.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
9.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
9.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
9.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
8.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
8.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
8.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
8.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
7.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
6.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
6.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
5.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
5.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
4.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
4.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
4.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
4.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
3.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
2.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
0.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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.
The Human Protein Atlas project is funded
