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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.
RNLS 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
5.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
9.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
4.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
RNLS 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
12.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
90.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
66.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
51.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
44.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
44.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
43.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
39.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
39.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
32.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
32.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
30.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
29.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
26.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
26.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
26.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
26.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
25.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
25.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
24.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
23.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
22.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
22.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
22.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
21.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
21.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
20.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
20.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
20.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
19.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
19.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
18.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
18.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
17.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
16.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
16.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
15.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
15.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
12.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
11.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
11.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
11.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
10.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
10.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
10.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
9.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
9.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
9.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
9.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
8.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
8.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
8.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
8.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
7.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
7.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
7.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
7.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
6.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
6.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
6.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
6.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
6.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
6.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
6.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
6.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
6.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
6.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
6.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
6.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
6.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
5.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
5.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
5.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
5.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
5.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
5.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
5.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
5.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
5.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
5.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
4.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
4.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
4.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
4.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
4.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
4.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
4.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
3.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
3.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
3.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
3.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
3.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
3.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
3.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
3.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
3.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
2.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
2.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
2.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNLS 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
15.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
107.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
32.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
31.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
29.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
28.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
25.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
22.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
18.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
16.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
16.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
15.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
14.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
14.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
13.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
12.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
11.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
10.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
9.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
9.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
8.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
7.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
7.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
6.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
6.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
5.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
5.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
5.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
4.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
2.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
RNLS is potential prognostic, high expression is favorable 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
11.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
89.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
74.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
69.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
69.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
64.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
47.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
37.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
33.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
31.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
31.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
31.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
26.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
19.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
18.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
18.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
17.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
14.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
13.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
11.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
11.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
10.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
9.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
9.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
8.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
8.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
8.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
8.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
8.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
7.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
7.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
7.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
6.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
6.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
6.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
6.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
5.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
5.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
5.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
5.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
4.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
4.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
4.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
4.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
4.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
3.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
3.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.8
CPT0024670003
Tumor
0.7
CPT0079000001
Normal
0.7
CPT0001540009
Tumor
0.7
CPT0065930003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0009080003
Normal
0.7
CPT0025610001
Normal
0.6
CPT0002350011
Tumor
0.6
CPT0079430001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0065450001
Normal
0.6
CPT0012280003
Tumor
0.6
CPT0006950001
Normal
0.6
CPT0078840001
Normal
0.5
CPT0078990003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0088640003
Normal
0.5
CPT0078940001
Normal
0.5
CPT0069010001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0012770003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0000870016
Tumor
0.4
CPT0026420001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0001500009
Tumor
0.4
CPT0092740003
Normal
0.4
CPT0025920001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0078670001
Normal
0.4
CPT0020130001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0086820003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0014470001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0025350003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0092310003
Normal
0.3
CPT0012640003
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0013790003
Normal
0.2
CPT0086370003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0079300001
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0014350001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0025060001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0079410003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0025230003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0064370003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0089020003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0087040003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0078510003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0023690003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0017410003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0012080003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0001270001
Normal
-0.6
CPT0066470004
Tumor
-0.6
CPT0011410003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0086030003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0065750003
Tumor
-0.7
CPT0088690003
Tumor
-0.7
CPT0079380003
Tumor
-0.8
CPT0020120003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0012180003
Tumor
-0.8
CPT0015730003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0000640003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0088630003
Tumor
-0.9
CPT0017850003
Tumor
-1.0
CPT0075130003
Tumor
-1.1
CPT0081880003
Tumor
-1.1
CPT0089460004
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0001340003
Tumor
-1.7
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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
