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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.
MTSS2 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
36.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
163.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
148.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
117.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
111.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
85.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
71.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
66.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
63.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
56.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
55.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
53.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
53.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
49.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
48.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
40.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
40.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
40.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
40.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
39.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
39.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
39.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
34.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
33.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
33.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
32.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
31.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
31.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
30.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
30.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
29.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
25.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
18.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
16.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTSS2 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
16.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
89.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
65.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
65.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
62.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
59.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
59.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
55.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
49.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
46.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
44.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
44.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
43.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
42.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
40.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
39.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
38.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
37.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
37.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
37.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
36.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
36.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
36.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
36.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
36.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
34.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
34.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
34.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
33.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
32.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
32.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
31.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
30.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
30.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
29.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
29.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
29.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
28.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
28.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
27.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
26.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
26.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
26.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
26.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
25.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
25.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
25.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
25.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
24.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
24.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
23.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
23.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
23.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
23.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
23.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
23.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
21.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
21.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
20.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
20.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
19.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
19.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
19.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
19.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
18.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
18.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
17.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
16.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
16.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
15.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
13.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
9.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
8.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
8.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
8.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
7.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
7.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
7.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
7.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
7.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
6.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
6.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
6.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
6.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
5.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
5.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
5.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
5.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
4.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
4.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
4.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
3.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
3.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
3.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
3.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
3.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
MTSS2 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
20.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
80.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
67.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
42.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
39.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
35.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
34.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
32.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
30.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
30.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
29.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
28.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
28.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
27.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
24.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
23.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
22.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
22.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
15.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
15.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
13.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
13.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
8.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
7.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
7.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
6.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
MTSS2 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
86.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
75.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
55.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
53.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
43.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
42.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
39.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
38.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
36.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
35.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
35.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
32.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
31.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
27.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
25.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
25.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
23.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
22.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
22.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
21.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
20.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
19.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
19.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
18.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
18.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
17.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
16.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
15.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
15.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
14.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
12.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
12.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
10.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
10.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
10.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
8.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
8.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
8.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
7.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
7.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
7.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
7.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
7.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
7.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
6.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
6.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
6.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
6.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
6.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
6.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
6.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
5.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
5.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
5.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
5.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
5.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
5.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
5.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
5.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
5.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
4.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
4.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
4.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
4.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
4.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
4.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
4.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
4.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
4.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
3.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
3.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
3.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
3.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
3.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
2.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
2.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
2.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
2.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
