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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.
RNF19B 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
8.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
22.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
14.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
RNF19B 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
20.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
66.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
61.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
59.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
58.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
58.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
55.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
51.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
50.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
47.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
46.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
44.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
44.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
42.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
42.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
41.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
41.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
40.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
39.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
39.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
39.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
38.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
38.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
36.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
36.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
35.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
35.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
35.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
35.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
35.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
34.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
34.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
34.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
34.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
34.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
33.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
33.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
33.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
33.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
33.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
33.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
33.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
33.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
32.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
32.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
32.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
31.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
31.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
31.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
31.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
31.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
31.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
30.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
30.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
30.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
30.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
30.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
30.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
29.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
29.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
29.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
29.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
29.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
28.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
28.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
28.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
28.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
28.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
28.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
28.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
27.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
27.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
27.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
27.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
27.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
26.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
26.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
26.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
26.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
26.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
25.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
25.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
25.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
25.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
24.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
24.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
24.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
23.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
23.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
23.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
23.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
23.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
23.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
22.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
22.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
22.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
22.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
22.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
21.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
21.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
21.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
21.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
20.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
20.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
19.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
19.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
19.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
19.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
18.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
18.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
18.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
18.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
17.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
17.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
17.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
15.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
15.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
15.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
12.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 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.
RNF19B 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
27.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
52.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
50.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
49.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
47.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
45.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
45.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
44.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
40.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
39.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
39.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
38.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
38.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
38.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
36.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
36.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
36.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
35.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
33.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
33.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
32.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
30.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
29.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
29.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
28.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
28.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
27.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
24.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
23.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
20.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
20.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
16.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
14.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
RNF19B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
49.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
48.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
45.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
44.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
43.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
43.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
41.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
38.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
37.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
37.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
36.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
34.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
34.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
33.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
32.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
32.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
31.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
30.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
30.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
29.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
29.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
28.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
28.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
28.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
28.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
27.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
27.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
26.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
26.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
24.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
24.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
24.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
23.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
23.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
22.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
22.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
20.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
20.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
19.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
18.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
18.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
18.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
18.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
17.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
16.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
15.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
8.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
8.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
7.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
