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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.
TPRKB 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
10.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
63.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
35.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
22.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
15.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
14.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
11.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
TPRKB 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
32.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
144.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
111.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
83.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
76.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
74.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
71.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
70.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
64.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
60.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
60.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
58.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
57.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
55.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
55.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
54.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
53.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
53.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
52.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
52.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
51.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
51.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
51.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
51.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
50.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
50.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
50.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
49.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
49.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
49.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
49.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
49.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
48.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
48.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
48.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
48.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
48.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
47.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
47.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
47.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
47.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
47.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
47.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
46.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
46.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
46.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
46.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
46.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
46.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
46.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
46.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
45.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
45.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
45.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
45.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
45.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
44.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
44.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
44.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
44.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
44.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
44.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
44.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
44.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
44.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
44.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
43.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
43.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
43.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
43.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
43.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
42.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
42.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
42.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
42.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
42.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
41.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
41.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
41.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
41.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
41.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
40.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
40.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
40.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
40.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
40.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
40.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
40.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
40.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
40.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
40.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
39.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
39.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
39.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
39.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
39.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
39.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
39.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
39.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
39.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
39.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
38.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
38.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
38.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
38.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
38.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
38.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
38.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
38.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
38.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
38.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
38.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
37.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
37.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
37.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
37.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
37.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
37.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
37.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
37.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
37.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
36.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
36.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
36.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
36.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
36.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
36.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
36.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
36.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
36.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
36.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
36.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
36.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
36.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
36.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
36.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
36.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
35.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
35.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
35.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
35.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
35.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
35.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
35.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
35.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
35.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
35.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
35.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
35.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
35.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
35.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
34.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
34.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
34.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
34.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
34.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
34.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
34.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
34.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
34.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
34.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
34.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
34.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
34.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
34.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
34.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
33.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
33.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
33.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
33.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
33.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
33.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
33.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
33.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
33.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
33.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
33.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
32.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
32.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
32.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
32.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
32.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
32.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
32.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
32.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
32.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
32.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
32.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
32.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
32.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
32.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
32.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
32.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
32.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
32.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
31.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
31.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
31.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
31.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
31.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
31.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
31.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
30.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
30.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
30.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
30.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
30.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
30.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
30.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
30.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
30.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
30.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
30.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
30.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
30.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
29.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
29.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
29.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
29.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
29.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
29.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
29.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
29.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
29.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
29.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
29.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
29.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
29.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
29.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
29.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
28.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
28.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
28.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
28.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
28.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
28.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
27.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
27.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
27.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
27.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
27.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
27.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
27.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
27.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
27.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
27.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
26.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
26.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
26.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
26.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
26.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
26.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
26.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
25.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
25.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
25.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
25.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
25.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
25.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
25.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
25.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
25.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
25.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
24.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
23.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
23.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
23.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
22.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
22.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
22.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
21.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
21.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
21.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
20.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
20.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
19.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
19.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
19.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
18.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
14.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
11.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
TPRKB 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
41.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
82.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
76.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
75.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
75.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
72.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
66.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
61.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
60.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
60.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
60.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
58.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
57.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
57.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
56.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
55.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
55.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
53.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
53.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
53.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
53.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
51.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
51.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
50.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
50.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
49.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
49.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
48.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
47.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
47.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
45.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
45.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
45.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
45.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
44.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
43.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
42.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
42.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
42.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
41.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
41.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
40.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
39.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
39.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
38.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
38.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
37.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
36.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
36.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
36.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
36.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
35.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
34.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
34.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
33.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
32.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
31.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
31.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
31.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
29.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
28.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
28.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
26.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
22.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
TPRKB 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
22.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
78.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
67.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
61.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
57.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
54.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
47.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
46.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
45.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
44.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
43.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
43.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
43.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
43.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
40.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
40.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
39.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
38.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
38.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
38.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
38.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
38.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
38.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
37.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
37.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
37.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
36.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
35.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
35.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
35.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
34.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
34.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
33.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
32.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
32.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
31.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
31.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
31.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
31.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
30.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
30.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
30.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
30.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
30.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
29.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
29.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
29.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
29.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
29.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
29.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
29.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
28.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
28.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
28.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
28.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
28.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
28.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
27.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
27.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
27.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
27.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
27.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
26.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
26.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
25.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
25.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
25.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
25.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
25.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
25.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
25.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
24.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
24.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
24.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
24.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
24.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
24.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
24.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
23.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
23.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
23.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
22.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
22.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
21.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
21.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
21.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
20.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
20.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
19.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
19.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
19.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
18.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
17.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
15.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
15.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
14.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
13.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
11.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
9.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066480003
Tumor
0.8
CPT0079180003
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0024680001
Normal
0.6
CPT0078510003
Tumor
0.6
CPT0001500009
Tumor
0.5
CPT0088690003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0076350001
Normal
0.4
CPT0012770003
Normal
0.4
CPT0077110003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0012570003
Normal
0.3
CPT0092190003
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0066520001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0013790003
Normal
0.3
CPT0077320001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0006950001
Normal
0.3
CPT0088780001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0020130001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0010170001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0087050003
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0000660001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0018250001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0012290003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0000790001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0006900003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0025230003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0092730003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0081880003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0015910003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0085670003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
