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.
PHC2 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
54.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
246.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
136.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
126.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
111.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
109.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
105.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
103.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
101.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
100.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
87.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
78.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
78.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
75.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
74.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
74.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
64.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
62.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
60.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
59.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
58.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
57.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
55.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
50.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
48.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
47.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
46.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
46.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
44.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
44.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
43.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
43.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
42.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
42.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
41.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
40.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
40.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
39.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
39.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
39.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
39.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
39.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
37.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
36.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
35.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
35.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
33.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
33.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
32.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
30.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
25.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
24.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
18.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.6
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.
PHC2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
80.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
185.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
181.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
175.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
168.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
166.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
165.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
162.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
156.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
152.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
150.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
150.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
149.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
148.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
145.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
145.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
145.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
143.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
141.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
140.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
138.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
138.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
138.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
137.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
137.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
136.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
136.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
134.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
132.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
131.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
131.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
131.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
131.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
130.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
129.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
129.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
129.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
128.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
127.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
127.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
126.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
126.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
126.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
125.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
125.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
125.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
124.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
123.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
122.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
122.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
122.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
121.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
121.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
120.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
120.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
120.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
120.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
119.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
119.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
118.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
118.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
117.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
117.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
117.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
116.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
116.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
116.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
116.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
115.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
115.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
114.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
114.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
114.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
113.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
113.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
113.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
113.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
113.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
112.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
111.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
111.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
111.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
111.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
111.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
110.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
110.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
109.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
108.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
108.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
108.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
107.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
107.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
106.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
106.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
106.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
106.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
106.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
106.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
105.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
104.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
104.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
104.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
104.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
104.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
103.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
103.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
103.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
103.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
103.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
102.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
102.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
101.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
101.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
101.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
100.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
100.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
100.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
100.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
100.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
100.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
100.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
100.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
100.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
99.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
99.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
99.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
98.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
98.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
98.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
98.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
98.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
98.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
98.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
97.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
97.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
97.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
97.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
97.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
96.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
96.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
96.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
96.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
96.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
96.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
96.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
96.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
95.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
95.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
95.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
95.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
95.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
95.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
95.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
95.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
94.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
94.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
94.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
94.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
93.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
93.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
93.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
93.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
93.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
93.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
92.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
92.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
92.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
92.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
92.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
92.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
92.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
92.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
92.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
91.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
91.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
91.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
91.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
91.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
91.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
91.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
91.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
91.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
91.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
90.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
90.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
90.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
90.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
90.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
90.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
89.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
88.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
88.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
88.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
87.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
87.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
87.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
87.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
87.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
87.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
87.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
87.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
87.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
86.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
86.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
86.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
86.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
86.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
86.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
86.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
86.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
86.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
86.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
86.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
85.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
85.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
85.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
85.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
85.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
85.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
85.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
85.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
85.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
85.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
84.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
84.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
84.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
84.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
84.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
84.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
84.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
84.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
83.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
83.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
83.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
83.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
82.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
82.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
82.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
82.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
82.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
82.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
82.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
82.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
81.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
81.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
81.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
81.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
81.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
81.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
80.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
80.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
80.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
80.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
80.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
79.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
79.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
79.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
79.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
79.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
79.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
79.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
78.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
77.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
77.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
77.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
77.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
77.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
77.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
77.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
77.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
76.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
76.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
76.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
76.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
76.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
76.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
76.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
75.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
75.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
75.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
75.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
75.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
75.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
75.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
74.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
74.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
74.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
74.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
74.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
74.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
74.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
73.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
73.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
73.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
73.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
73.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
73.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
73.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
72.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
72.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
72.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
72.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
72.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
72.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
72.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
71.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
71.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
71.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
71.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
71.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
71.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
71.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
71.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
71.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
70.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
70.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
70.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
70.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
70.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
70.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
69.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
69.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
69.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
69.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
69.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
69.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
69.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
69.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
69.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
69.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
68.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
68.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
68.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
68.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
68.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
68.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
68.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
67.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
67.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
67.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
67.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
67.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
67.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
67.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
67.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
67.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
66.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
66.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
66.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
66.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
66.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
65.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
65.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
65.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
65.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
65.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
64.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
64.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
64.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
64.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
64.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
64.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
63.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
63.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
63.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
63.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
63.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
63.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
63.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
63.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
62.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
62.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
62.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
62.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
62.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
62.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
62.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
62.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
61.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
61.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
61.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
61.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
61.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
60.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
60.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
59.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
59.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
59.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
59.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
59.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
59.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
59.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
58.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
58.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
58.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
57.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
57.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
57.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
57.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
56.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
56.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
56.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
56.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
56.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
55.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
55.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
55.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
55.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
55.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
54.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
54.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
54.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
54.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
54.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
54.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
53.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
53.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
53.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
53.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
53.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
52.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
52.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
52.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
52.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
52.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
52.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
51.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
51.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
51.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
51.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
51.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
50.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
50.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
50.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
50.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
50.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
49.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
49.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
49.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
49.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
47.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
47.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
47.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
47.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
47.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
46.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
46.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
46.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
46.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
45.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
45.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
45.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
45.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
45.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
44.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
43.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
43.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
43.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
43.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
42.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
41.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
41.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
40.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
40.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
40.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
40.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
39.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
39.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
38.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
37.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
37.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
36.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
36.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
33.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
33.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
32.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
32.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
32.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
31.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
29.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
27.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
26.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
24.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
24.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
22.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
19.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
PHC2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
80.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
158.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
156.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
142.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
137.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
128.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
128.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
124.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
117.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
117.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
117.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
116.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
111.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
111.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
110.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
109.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
108.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
108.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
108.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
105.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
104.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
104.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
102.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
101.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
99.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
99.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
98.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
97.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
97.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
94.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
93.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
93.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
92.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
92.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
90.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
90.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
89.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
89.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
89.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
85.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
84.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
84.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
83.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
83.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
82.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
81.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
81.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
80.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
78.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
77.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
77.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
76.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
74.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
72.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
71.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
71.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
70.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
70.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
70.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
69.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
69.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
69.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
68.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
68.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
67.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
67.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
67.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
66.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
66.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
65.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
64.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
64.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
63.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
62.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
60.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
60.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
60.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
59.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
58.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
58.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
54.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
52.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
52.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
51.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
50.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
45.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
45.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
44.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
42.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
42.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
37.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
34.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
31.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PHC2 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
75.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
356.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
215.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
196.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
188.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
186.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
184.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
182.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
180.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
179.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
178.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
169.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
169.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
167.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
167.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
165.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
164.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
162.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
153.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
138.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
137.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
132.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
132.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
129.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
127.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
127.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
126.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
126.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
124.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
123.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
123.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
120.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
120.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
119.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
118.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
117.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
116.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
116.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
116.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
115.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
115.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
114.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
113.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
113.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
112.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
111.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
111.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
110.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
110.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
109.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
109.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
108.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
108.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
107.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
107.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
107.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
106.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
106.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
105.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
104.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
102.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
101.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
100.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
99.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
98.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
97.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
95.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
95.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
95.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
95.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
95.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
91.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
90.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
90.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
89.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
89.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
89.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
89.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
88.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
88.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
87.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
87.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
86.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
86.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
86.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
86.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
84.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
84.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
83.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
83.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
82.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
82.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
82.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
82.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
82.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
81.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
81.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
81.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
80.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
80.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
80.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
80.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
79.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
79.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
79.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
78.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
78.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
76.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
76.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
76.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
74.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
74.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
74.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
73.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
73.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
72.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
72.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
72.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
71.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
71.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
69.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
69.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
69.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
69.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
69.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
69.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
68.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
68.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
68.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
68.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
67.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
66.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
66.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
66.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
65.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
65.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
65.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
65.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
64.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
64.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
63.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
63.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
63.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
63.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
62.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
62.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
61.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
61.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
61.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
61.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
61.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
60.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
60.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
60.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
60.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
60.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
60.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
60.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
60.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
60.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
60.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
59.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
59.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
59.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
58.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
58.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
58.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
58.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
58.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
58.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
58.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
57.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
57.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
57.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
57.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
57.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
57.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
57.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
56.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
56.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
56.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
55.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
55.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
55.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
55.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
53.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
53.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
53.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
53.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
53.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
52.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
52.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
52.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
52.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
52.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
50.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
50.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
50.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
50.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
49.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
49.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
49.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
49.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
49.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
48.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
48.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
48.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
48.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
48.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
48.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
48.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
47.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
47.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
46.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
46.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
46.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
45.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
45.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
45.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
45.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
45.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
44.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
44.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
44.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
43.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
43.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
41.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
40.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
40.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
40.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
39.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
39.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
39.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
37.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
37.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
37.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
37.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
37.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
36.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
36.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
36.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
36.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
35.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
35.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
34.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
34.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
33.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
32.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
32.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
30.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
28.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
27.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
26.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
25.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
24.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
23.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
23.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
0.8
CPT0009000003
Tumor
0.7
CPT0000780007
Tumor
0.7
CPT0012080003
Tumor
0.7
CPT0010160003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0077110003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0081600003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0015810003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0014450004
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0025050003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0024670003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0025230003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0065690003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0075130003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0007870001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0086890003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0088570001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0001340003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0079180003
Tumor
-0.4
CPT0023350003
Tumor
-0.5
CPT0002270011
Tumor
-0.5
CPT0015730003
Tumor
-0.6
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
