We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R1A 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
3.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
66.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
26.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
2.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R1A is validated prognostic, high expression is unfavorable 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
19.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
709.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
293.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
288.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
276.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
243.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
236.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
235.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
230.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
216.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
215.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
210.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
208.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
202.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
172.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
157.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
135.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
123.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
112.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
105.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
101.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
98.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
95.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
92.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
90.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
88.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
86.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
85.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
85.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
84.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
82.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
78.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
75.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
74.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
73.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
73.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
70.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
69.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
68.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
67.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
63.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
62.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
61.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
59.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
59.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
57.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
57.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
56.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
55.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
55.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
54.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
53.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
52.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
51.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
51.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
51.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
49.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
48.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
47.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
45.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
43.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
41.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
38.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
38.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
34.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
34.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
34.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
33.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
33.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
31.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
30.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
29.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
28.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
27.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
27.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
22.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
21.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
19.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
17.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
14.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
9.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
8.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
8.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
7.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
6.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
6.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
6.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
5.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
5.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
5.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
5.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
5.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
5.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
5.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
4.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
4.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
4.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
4.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
4.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
4.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
4.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
4.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
4.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
4.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
4.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
4.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
4.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
4.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
4.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
4.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
4.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
4.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
3.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
3.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
3.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
3.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
3.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
3.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
3.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
3.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
3.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
3.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
2.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
2.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
2.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
2.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
2.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
2.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
2.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
2.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
0.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
0.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
0.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
0.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
0.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
0.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
0.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
0.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
0.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
0.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
0.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
0.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
0.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
0.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
0.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
0.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
0.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
0.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
0.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
0.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
0.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
0.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
0.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
0.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
0.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
0.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
0.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
0.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
0.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
0.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
0.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
0.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
0.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
0.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
0.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
0.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
0.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
0.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
0.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
0.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
0.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
0.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
0.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
0.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
0.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
0.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
0.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
0.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
0.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
0.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
0.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
0.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
0.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
0.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
0.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
0.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
0.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
0.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
0.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
0.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
0.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
0.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
0.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
0.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
0.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
0.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
0.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
0.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
0.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
0.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
0.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
0.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
0.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
0.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
0.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
0.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
0.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
0.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
0.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
0.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
0.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
0.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
0.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
0.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
0.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
0.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
0.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
0.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
0.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
0.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
0.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
0.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
0.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
0.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
0.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
0.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
0.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
0.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
0.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
0.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
0.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
0.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
0.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
0.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
0.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
0.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
0.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
0.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
0.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
0.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
0.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
0.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
0.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
0.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
0.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
0.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
0.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
0.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
0.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
0.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
0.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
0.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
0.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
0.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
0.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
0.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
0.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
0.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
0.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
0.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
0.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
0.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
0.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
0.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
0.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
0.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
0.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
0.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
0.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
0.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
0.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
0.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
0.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
0.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
0.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
0.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
0.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
0.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
0.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
0.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
0.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
0.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
0.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
0.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
0.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
0.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
0.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
0.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
0.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
0.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
0.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
0.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
0.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
0.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
0.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
0.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
0.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
0.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
0.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
0.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
0.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
0.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
0.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
0.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
0.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
0.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
0.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
0.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
0.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
0.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
0.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
0.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
0.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
0.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
0.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
0.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
0.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
0.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
0.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
0.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
0.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 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.
PPP1R1A is validated prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
298.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
154.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
149.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
99.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
94.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
93.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
89.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
83.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
79.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
74.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
74.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
72.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
59.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
54.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
52.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
50.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
45.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
40.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
32.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
6.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
6.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
5.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
4.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
4.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
4.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
4.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
3.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
3.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
2.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
2.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
2.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
2.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
0.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
0.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
0.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
0.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
0.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
0.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
0.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
0.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
0.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
0.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
0.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
0.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
0.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
0.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
0.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
0.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
0.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
0.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
0.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
0.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
0.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
0.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
0.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
0.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
0.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
0.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
0.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 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-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
0.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 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.
PPP1R1A 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
54.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
511.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
333.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
288.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
256.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
253.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
235.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
224.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
204.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
203.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
185.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
169.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
169.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
169.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
168.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
153.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
146.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
133.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
128.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
127.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
123.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
123.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
120.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
119.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
114.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
114.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
113.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
112.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
108.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
107.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
104.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
104.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
103.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
100.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
97.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
97.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
97.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
95.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
95.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
95.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
92.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
92.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
89.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
88.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
88.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
87.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
86.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
86.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
86.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
85.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
82.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
82.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
80.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
79.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
78.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
78.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
77.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
77.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
77.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
75.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
75.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
74.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
72.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
71.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
71.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
69.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
69.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
68.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
68.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
68.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
66.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
63.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
63.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
62.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
62.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
62.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
61.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
61.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
60.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
60.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
60.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
59.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
58.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
58.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
57.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
57.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
57.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
56.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
55.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
54.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
54.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
54.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
53.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
53.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
53.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
52.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
52.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
52.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
52.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
52.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
51.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
51.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
51.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
50.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
50.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
50.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
50.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
49.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
49.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
49.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
49.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
49.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
48.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
48.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
48.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
47.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
47.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
47.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
47.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
46.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
45.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
45.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
44.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
43.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
43.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
42.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
42.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
41.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
41.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
41.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
41.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
40.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
40.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
40.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
40.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
39.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
39.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
38.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
38.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
38.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
38.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
37.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
37.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
37.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
36.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
36.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
36.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
36.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
35.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
35.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
34.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
33.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
33.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
32.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
31.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
30.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
29.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
29.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
29.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
28.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
28.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
27.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
25.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
23.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
21.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
21.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
20.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
20.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
18.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
16.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
10.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
9.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
7.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
5.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
2.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
0.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012640003
Normal
2.1
CPT0002270011
Tumor
2.1
CPT0079300001
Normal
2.0
CPT0081880003
Tumor
1.7
CPT0088640003
Normal
1.4
CPT0001550001
Normal
1.3
CPT0002370001
Normal
1.3
CPT0069190001
Normal
1.2
CPT0023350003
Tumor
1.2
CPT0001230001
Normal
1.1
CPT0025920001
Normal
1.0
CPT0024680001
Normal
0.9
CPT0078940001
Normal
0.9
CPT0009020003
Normal
0.9
CPT0063330001
Normal
0.8
CPT0069010001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0007870001
Normal
0.7
CPT0079510001
Normal
0.7
CPT0019160001
Normal
0.6
CPT0064400001
Normal
0.6
CPT0017450001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0079430001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0076330003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0001510001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0075170001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0012550003
Tumor
0.4
CPT0089480003
Normal
0.4
CPT0078530001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0066520001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0025610001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0063640001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0023710001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0077140001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0066470004
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0010170001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0006730001
Normal
-0.3
CPT0081600003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0023360001
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0088920001
Normal
-0.4
CPT0065430003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0025060001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0088570001
Normal
-0.5
CPT0088780001
Normal
-0.5
CPT0078800003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0012670003
Tumor
-0.5
CPT0013790003
Normal
-0.5
CPT0077320001
Normal
-0.5
CPT0025050003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0088710001
Normal
-0.6
CPT0020120003
Tumor
-0.6
CPT0078840001
Normal
-0.7
CPT0071150004
Tumor
-0.7
CPT0001270001
Normal
-0.7
CPT0001500009
Tumor
-0.7
CPT0087050003
Normal
-0.7
CPT0015910003
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0065820001
Normal
-0.7
CPT0063320003
Tumor
-0.7
CPT0081990003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0012900004
Tumor
-0.8
CPT0066480003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0000780007
Tumor
-0.8
CPT0025170003
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0092740003
Normal
-0.9
CPT0065750003
Tumor
-0.9
CPT0015730003
Tumor
-0.9
CPT0012280003
Tumor
-0.9
CPT0007320003
Tumor
-0.9
CPT0088970003
Tumor
-0.9
CPT0086950003
Tumor
-0.9
CPT0001540009
Tumor
-1.0
CPT0079410003
Tumor
-1.0
CPT0092730003
Tumor
-1.0
CPT0089460004
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0086360003
Tumor
-1.0
CPT0019130003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0009000003
Tumor
-1.1
CPT0007860003
Tumor
-1.1
CPT0001220008
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0087040003
Tumor
-1.2
CPT0001180009
Tumor
-1.2
CPT0000870016
Tumor
-1.2
CPT0064370003
Tumor
-1.2
CPT0088900003
Tumor
-1.2
CPT0065690003
Tumor
-1.3
CPT0009060003
Tumor
-1.3
CPT0079380003
Tumor
-1.3
CPT0086870003
Tumor
-1.3
CPT0079480003
Tumor
-1.3
CPT0077110003
Tumor
-1.3
CPT0084560003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0075720003
Tumor
-1.3
CPT0023690003
Tumor
-1.4
CPT0078990003
Tumor
-1.4
CPT0078930003
Tumor
-1.4
CPT0024670003
Tumor
-1.4
CPT0065810003
Tumor
-1.4
CPT0088550004
Tumor
-1.5
CPT0088690003
Tumor
-1.5
CPT0065930003
Tumor
-1.5
CPT0092160003
Tumor
-1.5
CPT0079270003
Tumor
-1.6
CPT0010160003
Tumor
-1.7
CPT0088630003
Tumor
-1.7
CPT0079180003
Tumor
-1.7
CPT0012080003
Tumor
-1.7
CPT0025880003
Tumor
-1.7
CPT0014450004
Tumor
-1.8
CPT0069160003
Tumor
-1.8
CPT0025290003
Tumor
-1.8
CPT0001260009
Tumor
-1.9
CPT0006630003
Tumor
-1.9
CPT0006440003
Tumor
-1.9
CPT0025110003
Tumor
-2.0
CPT0079230003
Tumor
-2.0
CPT0085670003
Tumor
-2.2
CPT0025350003
Tumor
-2.2
CPT0069000003
Tumor
-2.4
CPT0026410003
Tumor
-2.5
CPT0065870003
Tumor
-4.4
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
