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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.
NSMF 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
35.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
145.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
77.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
74.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
67.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
66.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
65.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
63.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
57.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
57.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
56.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
55.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
53.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
52.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
51.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
51.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
49.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
49.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
47.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
46.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
45.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
44.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
43.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
40.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
39.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
38.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
35.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
35.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
33.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
30.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
30.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
29.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
25.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
21.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
21.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
21.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
13.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
NSMF is potential prognostic, high expression is favorable 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
26.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
115.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
107.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
88.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
87.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
82.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
79.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
78.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
74.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
72.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
71.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
68.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
66.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
66.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
65.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
65.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
64.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
63.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
61.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
60.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
60.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
59.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
59.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
59.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
58.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
58.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
58.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
58.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
57.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
57.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
57.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
57.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
57.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
56.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
56.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
56.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
55.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
55.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
54.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
54.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
54.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
54.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
53.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
53.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
52.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
52.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
52.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
52.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
52.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
51.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
51.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
50.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
50.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
49.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
49.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
49.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
48.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
48.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
47.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
46.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
46.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
45.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
45.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
45.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
45.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
44.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
44.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
44.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
44.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
43.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
43.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
43.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
43.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
43.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
42.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
42.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
42.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
41.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
41.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
41.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
41.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
41.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
39.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
39.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
39.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
39.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
39.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
39.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
39.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
38.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
38.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
38.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
38.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
37.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
37.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
37.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
37.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
37.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
37.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
37.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
36.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
36.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
36.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
36.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
36.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
35.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
35.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
35.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
35.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
34.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
34.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
34.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
34.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
34.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
34.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
34.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
34.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
34.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
33.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
33.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
33.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
33.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
33.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
33.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
33.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
33.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
33.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
32.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
32.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
32.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
32.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
32.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
32.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
32.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
32.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
32.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
31.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
31.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
31.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
31.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
31.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
30.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
30.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
30.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
30.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
30.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
29.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
29.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
28.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
28.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
28.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
28.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
28.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
27.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
27.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
27.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
27.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
27.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
25.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
25.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
25.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
25.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
24.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
23.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
23.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
23.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
23.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
23.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
23.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
23.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
22.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
21.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
21.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
21.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
19.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
18.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
17.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
17.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
16.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
15.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
11.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
11.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
5.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 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.
NSMF 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
31.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
101.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
99.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
94.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
85.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
83.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
78.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
78.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
77.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
67.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
63.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
63.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
59.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
50.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
48.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
48.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
47.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
47.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
46.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
45.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
44.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
37.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
36.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
35.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
34.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
34.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
32.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
31.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
31.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
31.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
30.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
30.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
30.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
30.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
27.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
27.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
21.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
17.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
16.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
13.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
10.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
NSMF is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
49.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
213.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
183.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
159.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
149.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
143.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
126.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
126.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
122.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
120.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
119.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
118.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
118.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
117.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
117.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
116.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
114.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
114.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
112.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
108.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
106.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
105.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
103.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
100.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
100.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
99.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
98.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
97.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
97.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
97.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
95.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
94.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
93.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
93.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
92.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
89.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
89.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
88.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
88.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
88.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
86.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
85.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
85.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
85.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
83.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
81.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
80.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
80.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
77.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
77.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
75.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
75.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
75.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
75.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
73.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
72.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
72.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
71.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
71.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
71.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
69.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
69.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
68.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
68.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
68.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
67.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
66.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
66.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
66.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
64.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
63.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
63.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
62.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
62.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
62.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
61.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
60.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
60.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
59.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
59.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
59.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
59.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
59.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
58.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
58.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
58.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
58.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
58.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
58.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
57.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
57.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
57.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
56.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
56.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
56.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
55.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
55.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
55.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
53.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
53.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
53.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
52.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
52.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
52.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
51.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
51.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
51.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
50.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
50.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
49.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
49.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
49.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
48.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
47.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
47.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
47.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
47.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
46.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
46.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
46.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
46.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
46.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
45.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
45.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
45.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
45.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
45.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
44.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
44.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
44.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
44.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
44.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
43.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
43.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
42.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
42.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
42.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
41.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
41.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
41.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
41.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
41.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
41.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
39.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
39.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
39.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
38.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
38.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
37.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
37.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
37.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
36.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
36.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
35.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
35.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
35.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
35.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
35.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
34.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
34.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
34.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
33.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
33.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
32.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
32.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
32.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
31.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
31.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
31.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
31.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
30.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
30.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
29.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
29.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
29.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
29.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
29.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
29.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
27.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
27.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
27.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
26.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
26.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
26.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
26.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
26.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
25.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
25.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
24.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
23.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
22.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
22.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
21.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
21.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
21.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
20.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
16.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
15.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
13.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.