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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.
MCRIP1 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
27.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
170.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
59.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
48.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
47.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
47.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
45.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
45.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
42.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
41.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
39.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
39.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
38.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
37.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
34.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
32.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
32.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
31.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
29.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
28.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
28.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
27.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
25.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
23.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
21.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
18.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
16.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 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.
MCRIP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
297.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
85.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
77.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
76.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
66.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
65.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
61.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
61.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
60.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
59.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
59.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
56.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
54.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
52.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
52.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
52.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
51.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
50.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
50.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
50.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
49.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
48.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
48.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
48.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
48.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
48.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
48.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
47.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
47.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
46.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
46.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
46.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
46.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
45.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
45.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
45.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
44.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
44.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
43.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
43.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
42.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
42.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
42.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
42.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
42.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
42.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
41.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
41.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
41.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
41.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
41.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
41.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
41.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
41.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
40.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
40.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
40.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
40.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
40.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
40.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
40.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
39.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
39.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
39.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
39.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
39.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
39.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
39.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
38.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
38.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
38.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
38.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
38.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
38.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
38.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
38.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
37.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
37.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
37.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
37.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
37.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
37.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
37.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
37.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
37.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
36.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
36.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
36.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
36.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
36.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
36.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
36.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
36.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
36.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
36.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
36.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
35.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
35.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
35.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
35.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
35.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
35.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
35.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
35.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
34.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
34.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
34.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
34.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
34.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
34.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
34.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
34.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
33.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
33.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
33.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
33.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
33.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
33.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
33.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
33.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
33.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
33.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
33.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
33.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
33.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
32.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
32.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
32.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
32.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
32.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
32.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
32.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
32.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
32.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
32.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
31.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
31.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
31.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
31.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
30.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
30.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
30.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
30.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
30.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
30.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
30.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
30.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
30.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
30.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
29.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
29.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
29.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
29.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
29.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
29.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
29.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
28.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
28.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
28.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
28.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
28.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
28.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
28.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
28.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
28.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
27.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
27.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
27.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
27.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
27.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
27.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
27.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
27.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
26.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
26.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
26.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
26.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
26.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
26.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
26.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
26.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
26.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
25.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
25.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
25.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
25.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
25.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
25.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
25.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
25.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
25.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
25.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
24.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
24.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
24.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
24.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
24.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
24.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
23.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
23.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
23.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
23.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
23.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
23.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
23.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
23.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
23.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
23.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
23.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
23.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
22.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
22.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
22.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
22.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
22.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
21.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
21.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
20.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
20.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
20.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
19.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
19.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
18.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
18.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
15.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
6.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MCRIP1 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
25.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
84.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
78.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
55.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
42.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
36.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
34.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
33.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
32.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
32.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
32.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
32.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
32.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
31.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
31.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
30.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
30.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
29.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
28.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
27.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
26.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
25.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
25.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
24.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
21.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
21.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
20.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
19.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
8.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
MCRIP1 is potential prognostic, high expression is favorable 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
65.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
230.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
224.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
194.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
189.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
185.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
184.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
168.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
165.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
165.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
158.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
156.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
151.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
147.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
143.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
142.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
126.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
124.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
121.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
120.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
119.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
116.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
115.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
114.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
113.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
113.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
109.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
108.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
106.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
105.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
105.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
104.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
103.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
103.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
103.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
102.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
99.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
99.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
98.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
97.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
97.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
96.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
96.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
96.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
95.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
95.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
94.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
94.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
93.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
91.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
91.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
91.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
89.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
89.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
87.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
87.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
86.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
85.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
85.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
82.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
82.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
82.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
81.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
79.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
79.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
78.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
78.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
78.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
77.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
77.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
77.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
77.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
76.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
76.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
76.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
76.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
76.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
76.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
75.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
75.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
74.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
74.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
74.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
74.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
74.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
73.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
73.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
72.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
72.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
72.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
72.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
71.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
70.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
70.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
70.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
69.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
69.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
69.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
69.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
69.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
69.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
68.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
67.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
67.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
66.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
66.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
65.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
65.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
65.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
65.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
65.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
64.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
64.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
64.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
63.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
62.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
62.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
62.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
62.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
62.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
62.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
61.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
61.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
61.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
61.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
60.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
60.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
60.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
60.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
60.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
60.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
60.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
59.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
59.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
59.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
58.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
58.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
57.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
57.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
56.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
56.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
56.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
56.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
56.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
56.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
55.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
55.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
55.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
55.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
54.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
53.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
53.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
53.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
53.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
52.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
52.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
52.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
52.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
52.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
51.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
51.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
51.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
51.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
51.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
51.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
50.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
50.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
50.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
49.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
49.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
49.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
48.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
48.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
48.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
48.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
47.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
47.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
47.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
47.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
47.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
47.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
47.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
46.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
46.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
46.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
46.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
46.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
46.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
46.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
46.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
45.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
45.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
45.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
44.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
44.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
44.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
43.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
43.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
43.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
43.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
42.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
42.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
42.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
42.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
41.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
41.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
41.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
41.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
40.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
40.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
40.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
40.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
40.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
40.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
39.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
38.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
38.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
38.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
38.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
37.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
37.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
37.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
37.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
36.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
36.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
36.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
36.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
35.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
35.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
35.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
35.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
34.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
33.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
33.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
33.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
32.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
32.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
31.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
30.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
30.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
29.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
29.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
27.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
27.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
25.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
23.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
21.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
20.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.9
CPT0002270011
Tumor
0.9
CPT0001270001
Normal
0.7
CPT0001340003
Tumor
0.7
CPT0088550004
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0092190003
Normal
0.6
CPT0011240003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0066480003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0018250001
Normal
0.4
CPT0023350003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0025880003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0006630003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0021240003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0079300001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0079510001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0012290003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0025610001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0076350001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0069160003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0065810003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0064370003
Tumor
-0.4
CPT0014450004
Tumor
-0.6
CPT0076330003
Tumor
-0.7
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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
