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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.
IL6R 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
2.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
7.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 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.
IL6R is potential 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
11.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
53.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
40.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
39.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
36.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
36.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
36.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
31.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
29.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
29.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
27.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
24.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
24.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
22.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
22.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
21.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
19.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
18.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
17.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
16.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
14.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
14.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
13.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
13.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
12.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
12.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
11.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
11.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
10.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
9.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
9.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
9.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
9.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
9.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
9.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
8.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
8.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
8.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
8.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
7.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
7.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
7.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
7.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
7.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
7.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
7.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
7.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
6.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
6.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
6.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
6.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
6.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
6.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
5.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
5.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
5.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
5.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
5.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
5.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
5.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
4.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
4.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
4.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
4.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
3.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
3.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
3.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
3.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
3.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
2.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 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.
IL6R is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
42.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
40.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
40.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
39.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
32.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
30.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
25.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
25.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
24.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
22.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
21.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
21.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
18.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
17.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
16.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
14.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
14.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
10.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
10.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
9.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
6.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
5.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
2.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
IL6R 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
10.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
45.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
37.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
34.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
30.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
28.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
28.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
28.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
24.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
23.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
22.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
21.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
19.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
19.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
18.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
17.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
16.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
16.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
14.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
14.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
12.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
10.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
10.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
10.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
9.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
9.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
9.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
9.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
9.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
8.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
8.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
8.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
8.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
8.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
7.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
7.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
7.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
7.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
6.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
6.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
5.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
5.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
5.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
3.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
3.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
3.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
2.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
2.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.4
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
