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.
SHARPIN 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
63.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
355.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
148.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
145.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
113.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
109.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
109.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
103.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
97.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
93.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
89.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
89.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
88.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
87.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
84.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
81.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
79.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
72.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
69.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
63.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
63.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
63.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
59.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
59.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
59.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
58.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
58.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
57.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
55.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
54.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
53.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
52.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
52.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
52.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
52.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
49.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
49.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
48.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
47.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
47.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
46.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
44.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
42.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
42.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
41.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
41.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
40.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
40.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
39.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
39.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
35.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
35.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
32.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
31.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
31.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
30.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
28.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
27.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 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.
SHARPIN 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
45.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
148.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
136.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
133.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
108.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
105.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
103.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
101.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
99.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
99.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
95.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
88.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
87.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
85.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
84.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
83.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
81.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
80.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
79.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
78.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
77.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
77.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
76.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
75.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
74.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
72.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
72.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
72.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
71.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
71.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
71.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
71.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
71.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
70.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
70.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
69.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
69.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
69.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
69.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
69.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
67.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
67.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
67.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
67.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
67.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
66.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
66.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
66.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
66.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
65.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
65.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
64.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
64.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
63.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
63.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
63.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
63.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
63.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
63.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
62.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
62.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
62.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
62.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
62.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
62.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
62.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
61.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
61.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
61.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
61.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
61.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
61.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
60.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
60.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
60.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
60.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
60.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
59.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
59.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
59.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
59.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
58.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
58.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
58.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
58.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
58.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
58.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
58.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
58.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
57.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
57.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
57.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
57.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
57.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
57.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
57.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
56.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
56.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
56.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
56.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
56.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
56.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
56.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
55.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
55.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
55.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
55.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
55.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
55.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
55.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
54.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
54.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
54.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
54.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
54.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
54.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
54.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
54.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
54.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
54.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
54.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
54.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
54.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
53.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
53.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
53.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
53.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
53.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
52.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
52.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
52.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
52.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
52.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
52.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
52.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
52.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
52.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
51.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
51.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
51.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
51.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
51.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
51.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
51.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
51.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
51.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
50.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
50.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
50.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
50.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
50.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
50.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
50.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
50.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
50.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
50.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
49.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
49.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
49.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
49.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
49.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
49.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
49.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
49.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
49.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
48.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
48.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
48.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
48.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
48.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
48.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
48.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
48.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
48.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
48.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
48.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
48.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
48.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
48.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
48.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
48.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
48.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
47.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
47.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
47.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
46.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
46.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
46.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
46.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
46.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
46.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
46.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
45.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
45.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
45.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
45.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
45.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
45.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
45.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
45.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
45.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
45.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
45.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
45.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
45.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
45.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
45.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
45.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
44.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
44.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
44.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
44.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
44.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
44.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
44.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
44.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
44.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
44.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
44.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
44.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
44.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
44.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
43.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
43.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
43.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
43.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
43.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
43.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
43.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
43.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
43.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
43.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
43.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
43.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
42.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
42.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
42.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
42.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
42.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
42.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
42.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
42.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
42.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
42.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
42.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
42.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
42.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
42.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
42.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
42.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
42.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
42.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
42.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
42.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
41.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
41.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
41.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
41.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
41.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
41.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
41.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
41.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
41.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
41.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
41.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
41.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
41.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
41.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
40.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
40.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
40.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
40.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
40.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
40.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
40.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
40.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
40.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
40.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
40.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
40.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
39.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
39.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
39.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
39.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
39.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
39.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
39.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
39.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
39.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
39.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
39.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
39.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
39.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
39.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
39.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
39.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
39.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
39.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
38.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
38.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
38.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
38.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
38.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
38.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
38.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
38.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
38.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
37.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
37.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
37.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
37.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
37.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
37.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
37.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
37.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
37.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
36.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
36.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
36.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
36.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
36.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
36.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
35.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
35.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
35.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
35.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
35.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
35.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
35.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
35.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
35.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
35.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
35.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
35.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
35.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
35.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
34.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
34.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
34.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
34.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
34.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
34.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
34.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
33.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
33.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
33.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
33.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
33.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
33.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
32.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
32.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
32.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
32.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
32.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
32.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
32.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
31.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
31.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
31.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
31.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
31.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
31.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
31.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
31.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
31.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
31.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
31.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
30.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
30.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
30.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
30.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
30.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
30.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
30.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
29.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
28.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
28.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
28.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
28.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
27.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
27.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
26.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
26.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
26.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
25.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
24.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
24.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
23.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
22.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
22.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
17.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
16.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
7.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SHARPIN 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
35.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
75.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
68.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
63.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
62.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
59.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
56.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
55.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
54.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
50.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
49.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
48.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
48.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
46.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
45.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
45.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
44.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
42.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
40.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
40.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
40.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
40.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
40.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
38.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
38.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
37.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
37.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
37.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
36.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
35.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
35.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
34.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
34.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
34.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
34.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
33.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
33.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
33.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
33.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
32.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
32.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
32.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
31.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
31.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
30.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
30.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
30.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
30.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
29.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
29.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
29.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
26.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
24.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
19.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
SHARPIN 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
58.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
168.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
164.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
149.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
144.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
139.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
118.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
117.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
117.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
113.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
112.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
112.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
109.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
108.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
106.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
106.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
104.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
104.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
100.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
100.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
100.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
99.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
98.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
98.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
95.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
95.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
95.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
93.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
92.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
89.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
89.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
89.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
87.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
87.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
86.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
85.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
84.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
84.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
83.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
83.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
82.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
82.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
81.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
81.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
80.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
79.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
79.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
78.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
78.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
77.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
76.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
76.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
75.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
75.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
75.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
75.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
74.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
74.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
74.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
73.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
73.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
72.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
72.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
71.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
71.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
71.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
70.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
70.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
70.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
69.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
68.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
68.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
67.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
67.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
67.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
67.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
67.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
66.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
66.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
65.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
65.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
65.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
65.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
64.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
64.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
64.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
64.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
64.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
64.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
63.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
63.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
63.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
63.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
62.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
62.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
62.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
61.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
60.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
60.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
60.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
59.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
59.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
59.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
59.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
58.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
58.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
58.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
58.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
58.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
58.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
58.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
57.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
57.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
57.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
57.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
57.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
57.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
57.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
56.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
56.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
55.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
55.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
54.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
54.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
54.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
54.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
54.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
54.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
54.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
53.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
53.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
53.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
53.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
53.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
52.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
52.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
51.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
51.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
51.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
51.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
51.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
51.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
51.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
50.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
50.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
50.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
50.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
49.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
49.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
49.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
49.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
49.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
48.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
48.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
48.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
48.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
48.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
48.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
48.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
48.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
47.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
47.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
47.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
47.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
47.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
47.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
46.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
46.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
45.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
45.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
45.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
45.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
45.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
44.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
44.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
44.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
44.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
44.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
44.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
44.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
43.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
43.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
43.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
42.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
42.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
42.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
42.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
41.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
41.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
41.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
41.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
40.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
40.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
39.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
39.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
39.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
38.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
38.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
38.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
37.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
37.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
37.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
37.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
37.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
37.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
36.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
36.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
35.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
35.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
35.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
34.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
34.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
33.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
33.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
33.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
33.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
32.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
31.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
31.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
30.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
30.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
29.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
28.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
26.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
25.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
25.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
22.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
16.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
1.1
CPT0001180009
Tumor
1.0
CPT0079180003
Tumor
0.9
CPT0078660003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0021240003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0088480003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0015910003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0010110003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0026410003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0001270001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0009080003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0014130001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0086820003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0009060003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0087050003
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0011410003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0086830003
Normal
-0.5
CPT0069190001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0069160003
Tumor
-0.6
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
