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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.
PPP1R11 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
7.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
65.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
54.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
42.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
38.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
33.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
24.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
23.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
10.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 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.
PPP1R11 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
79.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
78.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
67.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
61.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
55.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
54.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
53.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
51.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
50.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
50.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
49.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
49.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
49.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
49.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
48.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
48.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
48.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
48.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
47.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
45.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
45.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
45.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
44.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
44.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
44.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
44.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
44.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
43.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
43.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
43.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
43.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
42.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
42.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
41.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
41.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
40.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
40.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
40.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
39.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
39.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
38.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
37.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
37.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
36.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
36.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
35.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
35.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
35.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
34.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
34.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
32.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
32.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
32.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
30.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
30.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
30.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
29.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
29.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
27.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
27.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
27.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
26.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
26.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
26.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
26.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
25.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
25.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
24.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
24.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
24.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
23.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
23.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
22.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
22.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
22.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
22.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
20.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
20.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
19.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
18.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
11.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
11.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
10.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
9.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
9.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
8.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
7.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
6.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
6.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
6.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
6.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
6.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
6.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
5.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
5.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
5.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
5.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
5.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
5.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
4.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
4.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
4.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
4.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
4.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
4.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
4.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
4.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
4.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
4.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
3.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
3.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
3.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
3.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
3.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
3.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
3.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
3.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
3.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
3.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
3.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
3.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
2.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
2.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
2.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
2.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
2.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
2.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
0.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
0.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
0.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
0.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
0.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
0.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
0.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
0.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
0.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
0.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
0.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
0.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
0.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
0.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
0.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
0.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
0.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
0.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
0.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
0.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
0.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
0.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
0.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
0.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
0.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
0.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
0.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
0.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
0.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
0.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
0.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
0.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
0.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
0.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
0.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
0.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
0.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
0.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
0.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
0.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
0.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
0.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
0.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
0.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
0.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
0.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
0.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
0.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
0.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
0.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
0.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
0.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
0.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
0.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
0.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
0.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
0.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
0.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
0.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
0.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
0.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
0.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
0.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
0.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
0.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
0.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
0.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
0.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
0.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
0.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
0.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
0.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
0.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
0.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
0.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
0.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
0.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
0.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
0.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
0.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
0.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
0.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
0.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
0.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
0.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
0.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
0.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
0.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
0.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
0.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
0.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
0.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
0.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
0.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
0.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
0.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
0.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
0.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
0.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
0.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
0.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
0.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
0.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
0.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
0.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
0.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
0.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
0.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
0.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
0.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
0.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
0.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
0.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
0.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
0.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
0.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
0.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
0.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
0.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
0.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
0.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
0.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
0.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
0.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
0.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
0.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
0.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
0.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
0.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
0.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 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.
Survival analysis data not available.
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
0.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
36.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
2.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
0.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
0.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
0.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
0.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
0.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
0.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
0.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
0.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
0.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
0.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
0.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
0.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
0.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
0.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
0.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
0.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
0.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
0.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
0.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
0.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
0.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
0.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
0.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
0.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
0.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
0.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
0.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
0.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
0.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
0.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
0.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
0.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
0.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
0.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
0.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
0.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
0.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
0.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
0.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
0.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
0.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
0.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
0.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
0.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
0.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
0.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
0.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
0.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
0.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
0.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
0.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
0.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
0.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
0.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
0.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
0.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
0.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
0.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
0.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
0.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
0.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
0.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
0.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
0.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
0.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
0.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
0.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
0.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
0.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
0.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
0.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
0.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
0.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
0.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
0.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
0.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
0.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
0.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
0.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
0.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
0.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
0.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
0.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
0.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
0.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
0.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 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.
PPP1R11 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
134.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
104.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
93.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
61.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
60.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
60.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
59.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
58.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
57.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
57.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
57.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
54.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
52.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
50.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
47.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
46.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
46.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
46.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
46.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
44.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
43.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
43.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
42.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
42.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
41.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
40.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
40.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
40.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
40.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
39.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
38.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
38.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
38.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
38.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
38.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
37.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
36.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
35.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
35.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
35.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
35.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
34.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
34.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
34.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
34.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
34.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
33.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
33.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
32.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
32.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
30.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
29.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
29.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
28.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
27.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
27.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
26.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
25.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
24.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
22.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
17.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
17.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
16.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
16.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
13.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
9.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
8.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
8.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
6.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
6.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
5.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
5.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
5.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
4.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
3.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
3.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
2.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
0.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
0.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
0.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
0.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
0.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
0.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
0.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
0.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
0.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
0.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065930003
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0079480003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0014160003
Tumor
0.6
CPT0078990003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0000640003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0088480003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0092740003
Normal
0.4
CPT0063320003
Tumor
0.4
CPT0078530001
Normal
0.4
CPT0025350003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0006730001
Normal
0.3
CPT0086950003
Tumor
0.3
CPT0009000003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0021240003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0088500001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0087050003
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0079300001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0088920001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0001510001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0086370003
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0088550004
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0014130001
Normal
-0.3
CPT0012180003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0092310003
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0020120003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0077310003
Tumor
-0.5
CPT0079180003
Tumor
-0.6
CPT0065750003
Tumor
-1.1
CPT0086030003
Tumor
-1.2
CPT0006630003
Tumor
-1.5
CPT0015730003
Tumor
-1.8
CPT0089460004
Tumor
-1.9
CPT0078930003
Tumor
-2.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
