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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRIB3 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
29.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
334.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
200.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
108.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
96.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
84.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
74.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
62.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
58.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
55.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
47.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
46.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
45.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
43.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
43.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
40.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
38.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
31.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
29.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
26.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
24.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
18.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
16.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
15.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
8.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
TRIB3 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
35.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
290.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
225.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
218.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
193.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
186.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
181.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
176.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
166.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
162.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
160.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
158.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
152.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
150.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
149.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
141.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
139.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
138.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
130.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
130.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
129.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
126.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
125.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
125.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
123.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
119.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
117.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
116.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
110.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
107.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
105.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
105.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
101.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
101.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
100.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
98.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
98.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
97.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
96.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
96.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
96.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
95.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
94.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
92.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
92.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
92.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
91.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
89.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
85.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
84.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
84.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
81.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
80.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
80.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
77.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
76.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
76.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
75.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
74.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
74.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
72.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
71.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
70.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
69.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
69.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
67.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
67.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
67.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
66.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
65.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
65.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
64.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
63.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
62.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
61.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
61.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
60.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
60.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
60.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
59.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
58.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
57.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
57.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
57.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
57.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
56.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
56.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
55.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
54.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
54.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
52.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
51.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
51.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
51.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
51.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
50.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
49.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
49.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
49.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
49.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
49.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
49.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
48.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
48.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
48.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
48.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
47.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
47.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
45.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
45.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
44.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
44.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
44.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
44.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
43.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
43.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
43.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
42.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
42.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
42.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
41.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
41.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
41.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
41.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
40.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
40.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
39.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
39.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
39.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
39.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
38.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
38.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
38.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
37.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
37.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
37.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
37.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
37.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
37.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
36.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
36.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
36.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
36.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
35.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
35.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
33.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
33.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
33.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
33.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
32.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
31.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
31.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
31.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
31.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
30.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
30.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
30.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
30.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
30.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
29.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
29.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
29.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
29.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
29.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
28.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
28.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
28.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
28.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
28.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
28.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
28.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
28.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
27.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
27.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
27.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
27.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
26.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
26.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
26.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
26.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
26.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
25.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
25.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
25.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
24.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
24.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
23.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
22.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
22.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
22.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
22.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
22.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
22.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
21.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
21.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
20.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
20.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
20.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
19.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
18.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
18.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
17.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
17.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
15.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
14.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
14.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
13.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
10.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
9.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
9.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
9.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
9.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
8.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
8.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
8.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
8.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
7.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
7.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
7.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
7.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
7.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
7.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
7.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
7.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
6.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
6.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
6.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
6.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
6.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
5.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
5.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
5.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
5.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
5.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
5.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
5.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
4.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
4.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
4.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
4.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
4.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
4.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
4.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
4.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
3.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
3.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
3.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
2.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
TRIB3 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
48.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
432.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
392.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
204.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
156.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
155.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
155.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
143.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
141.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
132.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
111.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
110.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
90.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
81.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
79.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
69.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
69.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
66.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
64.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
62.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
61.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
57.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
56.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
51.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
50.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
47.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
44.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
44.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
43.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
41.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
41.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
41.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
38.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
36.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
35.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
35.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
33.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
30.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
28.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
28.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
24.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
22.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
21.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
11.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
11.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
11.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
10.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
7.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
5.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
5.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
5.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
3.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
2.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
1.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
TRIB3 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
206.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
138.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
127.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
113.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
108.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
105.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
98.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
96.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
79.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
76.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
76.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
69.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
64.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
49.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
48.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
45.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
45.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
44.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
38.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
35.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
35.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
29.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
27.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
27.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
26.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
25.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
25.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
23.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
20.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
20.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
19.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
17.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
16.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
16.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
13.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
13.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
11.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
10.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
9.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
8.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
7.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
7.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
6.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
6.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
6.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
6.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
5.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
5.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
5.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
5.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
5.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
5.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
5.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
5.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
5.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
4.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
4.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
4.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
4.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
4.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
4.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
3.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
3.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
3.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
3.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
3.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
3.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
3.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
3.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
3.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
3.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
3.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
3.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
3.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
3.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
2.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
2.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
2.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
2.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
2.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
2.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
0.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
