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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.
PPP3R1 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
10.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
39.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
21.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
14.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
10.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
8.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
PPP3R1 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
25.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
96.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
80.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
53.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
48.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
47.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
46.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
45.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
44.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
44.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
44.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
43.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
43.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
42.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
42.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
42.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
42.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
41.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
41.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
41.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
40.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
40.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
40.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
40.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
40.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
40.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
39.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
39.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
39.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
38.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
38.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
38.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
38.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
38.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
38.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
38.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
38.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
38.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
37.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
37.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
37.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
37.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
37.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
36.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
36.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
36.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
36.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
36.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
36.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
35.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
35.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
35.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
34.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
34.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
34.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
34.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
34.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
34.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
34.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
34.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
34.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
34.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
34.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
34.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
33.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
33.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
33.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
33.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
33.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
33.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
33.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
32.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
32.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
32.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
32.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
32.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
31.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
31.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
31.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
31.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
31.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
31.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
31.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
31.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
31.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
30.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
30.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
30.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
30.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
30.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
30.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
29.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
29.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
29.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
29.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
29.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
29.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
28.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
28.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
28.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
28.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
28.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
28.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
28.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
28.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
28.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
27.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
27.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
27.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
27.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
27.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
27.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
27.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
26.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
26.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
26.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
26.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
26.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
26.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
26.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
26.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
26.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
26.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
25.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
25.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
25.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
25.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
25.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
25.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
25.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
25.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
24.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
24.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
23.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
23.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
23.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
23.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
23.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
23.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
23.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
22.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
22.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
22.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
21.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
21.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
21.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
21.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
21.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
20.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
20.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
20.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
20.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
19.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
19.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
19.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
19.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
19.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
18.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
16.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
14.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP3R1 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
32.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
60.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
59.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
54.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
54.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
53.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
51.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
48.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
43.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
42.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
41.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
40.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
40.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
40.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
39.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
38.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
38.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
38.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
38.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
37.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
37.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
35.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
34.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
34.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
34.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
34.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
33.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
33.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
33.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
33.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
32.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
31.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
30.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
30.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
30.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
29.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
27.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
27.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
25.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
23.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
23.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
21.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP3R1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
76.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
44.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
41.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
40.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
39.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
37.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
36.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
35.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
35.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
32.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
31.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
30.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
30.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
30.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
27.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
27.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
26.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
26.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
25.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
25.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
25.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
24.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
24.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
24.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
24.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
23.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
22.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
21.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
21.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
21.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
21.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
21.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
20.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
20.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
20.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
20.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
19.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
19.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
19.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
19.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
18.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
18.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
18.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
18.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
17.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
16.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
16.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
16.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
13.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
12.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
11.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
10.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.0
CPT0084560003
Tumor
0.9
CPT0069000003
Tumor
0.6
CPT0079380003
Tumor
0.6
CPT0066480003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0078830003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0017850003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0025050003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0079230003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0084590001
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0065430003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0013790003
Normal
0.1
CPT0066470004
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0000890001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0065750003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0001550001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0089480003
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0001350001
Normal
-0.3
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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
