We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PTPRG 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
13.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
41.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
35.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
26.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
23.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
23.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
23.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
22.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
17.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
16.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
11.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
10.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTPRG is validated 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
16.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
112.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
72.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
60.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
57.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
56.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
52.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
51.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
50.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
48.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
46.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
45.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
43.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
43.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
42.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
42.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
42.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
40.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
40.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
38.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
37.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
37.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
37.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
37.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
36.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
36.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
36.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
36.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
36.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
36.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
35.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
34.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
34.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
34.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
33.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
33.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
32.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
31.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
31.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
30.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
29.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
29.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
29.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
29.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
28.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
27.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
27.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
27.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
27.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
27.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
27.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
26.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
26.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
26.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
25.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
24.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
24.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
24.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
24.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
24.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
24.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
23.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
23.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
23.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
22.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
22.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
22.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
21.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
21.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
20.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
19.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
18.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
18.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
14.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
14.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
12.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
12.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
8.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
7.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
7.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
6.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
6.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
6.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
6.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
5.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
5.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
5.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
5.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
5.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
5.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
4.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
4.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
3.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
3.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
3.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
3.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 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.
PTPRG is validated prognostic, high expression is favorable 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
17.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
68.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
57.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
46.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
44.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
43.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
38.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
37.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
36.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
34.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
28.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
26.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
25.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
24.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
24.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
23.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
23.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
22.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
21.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
18.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
14.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
13.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
12.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
12.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
8.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
8.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
7.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
7.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
6.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
5.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
5.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
5.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
4.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
3.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
3.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
3.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
PTPRG 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
10.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
70.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
49.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
48.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
41.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
37.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
36.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
34.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
34.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
34.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
31.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
31.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
28.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
27.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
27.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
27.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
26.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
26.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
23.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
22.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
21.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
19.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
18.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
17.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
16.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
16.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
13.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
12.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
12.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
11.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
10.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
10.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
9.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
9.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
9.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
8.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
8.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
7.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
7.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
6.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
6.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
6.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
5.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
5.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
5.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
4.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
3.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079300001
Normal
0.6
CPT0025920001
Normal
0.6
CPT0000780007
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0092740003
Normal
0.4
CPT0075170001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0078510003
Tumor
0.4
CPT0088710001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0012770003
Normal
0.4
CPT0012640003
Normal
0.4
CPT0011410003
Tumor
0.4
CPT0092310003
Normal
0.4
CPT0010160003
Tumor
0.4
CPT0066470004
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0023710001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0010170001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0065930003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0023360001
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0069010001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0088780001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0088920001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0076350001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0018250001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0079480003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0081990003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0025880003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0086820003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0079380003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0079410003
Tumor
-0.6
CPT0012670003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0007320003
Tumor
-0.6
CPT0088480003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0002350011
Tumor
-0.6
CPT0010110003
Tumor
-0.7
CPT0015730003
Tumor
-0.7
CPT0009060003
Tumor
-0.7
CPT0017410003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0088550004
Tumor
-0.9
CPT0078660003
Tumor
-1.0
CPT0023350003
Tumor
-1.0
CPT0001340003
Tumor
-1.1
CPT0012180003
Tumor
-1.4
Show allShow less
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
