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.
PABPN1 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
72.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
241.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
220.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
121.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
109.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
102.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
102.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
99.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
96.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
96.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
92.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
92.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
87.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
86.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
83.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
82.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
82.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
81.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
80.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
78.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
78.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
76.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
75.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
74.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
74.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
71.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
70.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
70.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
69.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
69.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
68.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
66.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
66.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
64.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
64.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
63.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
63.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
62.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
59.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
59.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
58.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
57.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
55.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
55.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
55.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
55.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
54.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
53.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
52.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
52.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
52.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
50.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
49.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
47.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
47.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
47.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
44.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
43.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
40.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
40.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
34.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
PABPN1 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
67.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
255.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
231.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
176.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
176.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
175.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
159.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
159.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
157.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
153.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
148.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
137.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
135.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
135.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
132.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
131.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
130.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
129.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
127.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
122.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
122.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
120.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
120.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
120.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
120.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
120.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
120.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
120.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
119.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
119.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
118.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
117.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
117.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
117.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
114.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
114.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
113.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
111.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
109.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
109.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
109.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
107.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
107.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
106.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
106.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
106.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
106.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
105.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
105.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
105.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
104.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
103.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
102.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
101.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
101.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
101.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
100.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
99.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
98.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
97.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
97.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
96.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
96.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
96.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
96.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
96.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
95.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
94.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
94.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
93.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
93.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
92.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
92.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
92.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
91.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
91.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
91.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
90.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
90.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
90.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
90.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
90.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
90.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
89.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
89.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
89.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
88.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
88.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
88.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
87.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
87.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
86.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
86.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
86.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
85.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
85.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
85.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
84.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
84.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
84.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
84.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
83.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
83.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
83.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
83.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
83.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
83.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
82.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
82.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
82.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
82.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
82.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
82.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
81.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
81.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
81.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
81.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
81.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
81.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
81.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
81.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
80.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
80.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
80.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
80.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
80.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
80.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
80.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
79.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
79.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
79.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
79.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
79.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
79.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
79.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
79.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
78.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
78.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
78.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
78.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
78.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
78.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
77.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
77.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
77.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
77.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
77.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
77.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
77.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
77.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
76.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
76.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
76.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
76.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
76.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
76.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
76.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
76.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
76.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
76.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
75.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
75.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
75.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
75.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
75.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
75.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
75.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
74.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
74.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
74.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
73.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
73.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
73.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
73.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
73.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
73.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
73.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
73.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
73.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
73.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
72.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
72.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
72.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
72.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
72.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
72.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
72.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
72.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
71.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
71.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
71.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
71.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
71.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
71.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
71.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
71.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
71.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
70.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
70.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
70.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
70.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
70.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
70.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
70.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
70.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
70.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
69.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
69.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
69.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
69.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
69.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
68.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
68.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
68.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
68.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
68.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
68.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
68.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
68.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
68.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
67.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
67.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
67.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
67.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
67.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
67.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
67.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
67.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
67.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
66.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
66.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
66.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
66.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
66.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
66.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
66.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
66.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
66.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
66.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
66.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
66.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
65.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
65.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
65.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
65.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
65.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
64.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
64.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
64.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
64.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
64.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
64.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
64.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
64.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
63.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
63.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
63.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
63.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
63.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
63.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
63.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
63.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
62.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
62.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
62.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
62.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
62.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
62.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
62.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
62.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
62.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
61.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
61.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
61.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
61.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
61.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
61.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
61.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
60.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
60.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
60.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
60.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
60.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
60.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
60.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
60.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
59.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
59.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
59.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
59.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
59.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
59.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
58.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
58.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
58.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
58.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
58.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
58.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
58.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
58.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
58.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
57.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
57.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
57.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
57.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
57.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
57.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
57.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
57.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
56.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
56.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
56.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
56.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
56.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
56.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
56.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
56.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
56.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
55.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
55.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
55.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
55.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
55.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
55.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
55.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
55.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
55.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
55.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
55.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
54.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
54.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
54.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
54.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
54.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
53.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
53.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
53.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
53.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
53.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
53.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
53.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
53.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
53.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
53.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
53.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
53.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
52.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
52.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
52.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
52.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
52.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
52.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
52.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
51.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
51.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
51.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
51.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
51.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
51.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
51.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
51.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
51.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
50.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
50.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
50.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
50.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
50.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
50.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
50.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
50.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
50.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
50.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
49.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
49.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
49.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
49.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
49.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
49.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
48.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
48.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
48.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
48.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
48.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
48.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
48.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
48.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
48.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
48.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
47.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
47.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
47.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
47.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
47.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
47.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
47.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
47.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
46.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
46.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
46.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
46.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
46.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
45.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
45.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
45.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
45.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
45.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
45.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
44.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
44.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
44.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
44.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
44.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
44.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
44.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
44.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
43.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
43.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
43.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
42.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
42.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
42.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
42.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
42.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
42.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
41.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
41.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
41.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
41.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
41.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
40.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
40.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
40.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
40.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
40.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
40.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
39.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
39.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
39.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
38.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
38.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
38.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
38.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
37.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
37.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
37.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
37.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
36.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
36.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
36.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
35.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
35.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
35.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
35.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
35.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
34.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
34.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
34.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
33.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
32.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
32.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
32.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
31.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
30.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
29.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
28.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
28.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
28.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
26.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
25.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
25.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
24.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
21.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
PABPN1 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
71.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
149.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
129.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
120.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
101.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
100.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
99.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
98.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
95.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
94.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
93.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
92.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
92.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
92.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
91.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
90.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
87.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
86.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
86.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
85.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
84.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
84.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
82.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
81.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
80.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
80.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
78.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
78.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
78.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
78.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
76.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
75.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
75.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
75.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
75.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
75.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
74.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
74.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
73.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
73.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
73.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
73.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
73.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
72.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
72.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
72.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
72.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
71.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
71.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
70.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
70.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
70.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
69.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
69.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
68.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
67.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
66.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
66.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
64.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
63.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
63.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
62.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
62.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
62.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
61.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
61.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
60.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
60.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
60.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
60.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
59.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
59.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
59.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
59.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
58.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
58.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
58.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
57.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
55.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
53.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
52.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
50.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
50.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
49.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
49.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
48.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
48.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
46.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
45.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
35.7
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.
PABPN1 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
86.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
233.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
204.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
197.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
193.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
174.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
168.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
167.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
166.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
162.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
160.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
157.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
156.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
155.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
150.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
150.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
147.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
145.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
143.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
142.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
139.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
138.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
138.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
137.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
135.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
133.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
132.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
132.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
131.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
130.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
130.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
129.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
128.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
127.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
127.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
124.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
124.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
123.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
122.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
122.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
119.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
119.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
119.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
118.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
118.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
118.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
117.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
116.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
115.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
115.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
115.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
113.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
113.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
113.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
113.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
112.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
112.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
112.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
112.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
111.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
111.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
111.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
110.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
110.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
109.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
108.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
108.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
107.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
107.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
106.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
106.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
106.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
106.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
105.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
105.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
103.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
103.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
103.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
102.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
102.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
102.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
102.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
102.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
101.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
101.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
100.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
100.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
100.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
100.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
99.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
99.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
98.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
98.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
98.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
98.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
98.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
98.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
97.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
97.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
96.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
96.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
96.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
96.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
95.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
94.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
94.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
94.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
94.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
94.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
93.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
93.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
93.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
92.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
92.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
91.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
91.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
91.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
91.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
90.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
90.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
90.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
90.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
90.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
90.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
89.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
89.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
89.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
88.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
88.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
87.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
87.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
87.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
86.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
86.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
85.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
85.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
84.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
84.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
84.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
83.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
83.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
83.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
82.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
82.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
82.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
81.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
81.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
80.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
79.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
79.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
79.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
79.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
79.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
78.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
78.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
78.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
77.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
77.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
77.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
77.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
76.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
76.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
76.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
75.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
75.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
75.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
74.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
74.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
73.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
73.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
73.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
73.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
72.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
72.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
71.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
71.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
71.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
71.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
70.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
70.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
69.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
68.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
68.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
68.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
68.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
68.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
68.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
68.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
67.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
67.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
66.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
66.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
65.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
65.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
65.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
64.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
64.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
64.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
63.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
63.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
63.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
62.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
62.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
62.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
61.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
61.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
61.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
60.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
59.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
59.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
58.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
58.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
58.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
58.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
57.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
57.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
57.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
57.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
57.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
56.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
55.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
54.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
54.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
54.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
54.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
53.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
53.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
53.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
52.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
52.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
51.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
51.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
51.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
51.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
51.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
51.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
50.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
50.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
50.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
50.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
50.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
49.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
49.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
48.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
48.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
48.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
48.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
48.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
47.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
46.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
46.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
44.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
43.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
42.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
42.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
41.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
41.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
39.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
39.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
39.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
39.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
38.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
37.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
37.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
35.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
33.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
31.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
29.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
27.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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
