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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP6R2 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
34.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
69.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
68.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
67.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
55.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
55.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
54.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
52.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
50.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
49.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
48.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
47.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
47.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
45.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
43.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
43.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
40.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
40.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
39.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
38.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
37.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
37.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
36.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
35.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
35.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
34.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
33.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
33.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
32.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
32.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
31.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
31.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
30.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
30.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
30.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
30.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
29.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
27.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
26.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
25.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
25.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
24.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 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.
PPP6R2 is not prognostic 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
18.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
39.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
37.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
34.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
34.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
32.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
32.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
31.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
31.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
30.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
30.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
30.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
30.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
29.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
29.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
29.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
29.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
28.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
28.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
28.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
28.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
27.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
27.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
27.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
27.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
27.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
26.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
26.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
26.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
26.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
26.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
26.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
25.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
25.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
25.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
25.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
25.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
25.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
24.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
24.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
24.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
24.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
24.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
24.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
24.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
24.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
24.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
23.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
23.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
23.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
23.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
23.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
23.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
23.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
23.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
22.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
22.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
22.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
22.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
21.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
21.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
20.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
20.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
19.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
19.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
19.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
18.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
18.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
18.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
17.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
17.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
17.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
17.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
17.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
16.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
16.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
16.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
15.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
15.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
14.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
13.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 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.
PPP6R2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
33.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
32.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
32.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
31.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
29.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
29.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
28.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
28.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
26.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
26.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
26.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
26.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
25.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
23.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
23.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
23.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
23.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
21.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
21.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
20.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
10.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP6R2 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
49.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
48.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
46.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
42.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
37.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
37.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
37.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
36.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
36.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
35.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
34.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
33.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
32.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
32.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
32.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
32.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
32.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
31.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
31.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
31.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
31.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
30.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
29.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
29.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
29.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
29.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
28.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
27.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
27.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
27.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
26.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
26.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
26.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
26.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
26.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
26.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
26.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
26.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
25.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
25.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
25.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
25.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
25.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
25.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
24.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
24.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
24.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
24.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
24.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
24.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
24.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
24.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
24.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
23.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
23.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
23.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
22.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
22.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
22.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
22.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
21.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
21.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
21.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
19.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
19.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
19.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
19.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
18.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
18.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
18.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
18.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
18.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
18.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
18.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
18.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
17.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
17.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
17.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
16.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
16.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
15.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
15.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
14.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
14.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
13.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
12.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
10.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.7
CPT0078660003
Tumor
0.4
CPT0012770003
Normal
0.4
CPT0077140001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0007470001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0006730001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0007870001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0001550001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0069010001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0010170001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0014350001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0006530001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0001230001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0079430001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0065820001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0065870003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0012080003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0025170003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0063630003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0011410003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0009060003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
