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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.
TVP23B 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
10.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
32.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
26.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
23.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
18.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
17.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
15.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
13.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
TVP23B 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
23.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
101.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
77.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
57.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
54.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
49.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
45.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
45.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
45.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
44.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
44.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
43.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
42.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
41.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
41.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
40.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
40.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
39.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
39.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
39.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
39.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
38.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
38.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
38.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
38.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
37.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
37.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
37.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
37.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
36.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
36.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
36.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
36.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
35.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
35.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
35.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
34.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
34.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
34.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
34.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
34.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
34.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
34.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
34.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
34.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
33.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
33.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
33.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
33.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
33.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
33.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
33.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
33.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
33.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
33.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
33.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
33.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
33.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
33.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
33.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
32.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
32.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
32.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
32.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
32.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
32.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
32.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
32.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
32.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
32.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
32.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
32.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
32.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
31.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
31.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
31.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
31.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
31.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
31.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
31.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
31.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
31.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
31.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
30.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
30.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
30.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
30.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
30.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
30.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
30.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
30.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
30.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
30.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
30.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
30.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
29.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
29.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
29.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
29.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
29.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
29.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
29.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
29.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
29.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
29.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
28.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
28.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
28.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
28.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
28.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
28.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
28.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
28.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
27.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
27.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
27.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
27.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
27.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
27.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
27.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
27.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
27.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
26.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
26.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
26.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
26.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
26.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
26.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
25.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
25.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
25.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
25.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
25.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
24.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
24.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
24.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
24.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
24.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
24.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
24.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
23.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
23.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
23.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
23.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
23.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
23.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
23.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
22.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
22.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
22.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
22.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
22.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
22.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
22.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
22.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
21.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
21.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
21.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
21.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
20.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
20.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
19.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
18.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
17.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
12.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
8.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TVP23B 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
31.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
55.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
55.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
53.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
52.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
51.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
49.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
47.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
45.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
45.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
44.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
43.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
42.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
42.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
42.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
41.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
41.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
40.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
39.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
39.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
36.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
35.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
35.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
34.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
33.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
33.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
32.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
32.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
31.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
31.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
31.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
30.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
29.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
25.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
25.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
24.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
23.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
TVP23B 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
20.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
58.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
56.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
56.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
55.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
53.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
51.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
49.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
48.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
46.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
44.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
44.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
43.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
42.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
42.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
41.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
41.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
41.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
40.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
39.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
37.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
37.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
37.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
37.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
35.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
35.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
35.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
34.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
34.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
34.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
33.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
33.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
33.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
33.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
33.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
32.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
32.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
32.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
31.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
31.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
31.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
30.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
30.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
30.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
30.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
30.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
30.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
30.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
29.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
29.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
29.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
28.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
28.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
27.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
27.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
26.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
26.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
25.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
25.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
25.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
25.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
25.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
24.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
24.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
24.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
24.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
23.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
22.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
22.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
22.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
22.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
22.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
21.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
20.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
20.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
20.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
19.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
18.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
18.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
17.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
17.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
15.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
15.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
11.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
7.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
3.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
2.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
2.1
CPT0081880003
Tumor
1.4
CPT0002270011
Tumor
1.1
CPT0001180009
Tumor
0.8
CPT0006900003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0025350003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0002350011
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0079270003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0007860003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0006440003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0069000003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0007320003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0078660003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0000890001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0009060003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0013790003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0088780001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0063640001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0019130003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0015810003
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0085670003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0092740003
Normal
-0.4
CPT0077490003
Tumor
-0.4
CPT0014130001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0012920003
Normal
-0.5
CPT0012080003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0025610001
Normal
-0.5
CPT0017410003
Tumor
-0.6
CPT0024680001
Normal
-0.6
CPT0010120001
Normal
-0.8
CPT0079180003
Tumor
-0.9
CPT0075720003
Tumor
-0.9
CPT0011240003
Tumor
-1.2
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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
