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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.
TSFM 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
37.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
85.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
69.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
67.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
65.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
63.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
63.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
60.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
58.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
58.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
54.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
53.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
52.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
51.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
50.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
49.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
48.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
46.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
45.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
45.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
43.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
42.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
41.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
40.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
38.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
38.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
37.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
37.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
37.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
36.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
36.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
35.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
35.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
34.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
34.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
33.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
32.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
29.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
28.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
27.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
24.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
23.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
23.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
22.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
TSFM 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
25.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
69.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
65.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
63.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
62.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
62.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
52.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
51.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
50.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
50.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
48.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
47.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
46.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
46.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
44.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
44.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
43.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
42.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
42.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
40.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
39.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
39.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
39.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
39.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
38.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
38.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
38.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
38.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
37.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
37.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
37.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
37.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
37.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
37.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
37.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
36.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
36.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
36.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
35.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
35.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
35.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
35.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
35.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
35.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
35.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
35.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
35.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
34.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
34.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
34.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
34.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
34.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
34.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
34.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
34.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
33.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
33.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
33.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
33.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
33.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
33.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
33.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
33.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
33.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
32.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
32.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
32.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
32.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
32.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
32.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
32.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
32.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
32.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
32.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
32.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
31.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
31.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
31.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
31.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
31.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
31.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
31.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
31.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
31.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
31.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
30.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
30.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
30.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
30.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
30.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
30.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
30.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
30.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
30.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
30.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
29.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
29.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
29.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
29.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
29.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
29.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
29.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
29.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
28.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
28.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
28.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
28.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
28.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
27.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
27.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
27.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
27.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
27.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
27.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
27.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
27.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
27.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
27.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
27.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
27.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
27.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
27.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
26.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
26.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
26.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
26.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
26.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
26.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
26.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
25.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
25.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
25.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
25.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
25.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
25.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
25.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
25.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
24.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
24.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
24.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
24.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
24.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
24.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
24.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
24.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
24.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
24.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
24.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
24.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
24.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
23.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
23.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
23.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
23.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
23.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
23.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
23.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
23.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
23.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
22.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
22.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
22.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
22.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
22.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
22.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
22.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
21.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
21.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
21.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
20.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
20.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
20.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
20.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
19.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
19.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
19.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
19.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
18.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
18.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
18.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
16.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
16.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TSFM 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
23.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
63.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
60.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
50.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
49.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
41.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
37.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
34.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
34.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
32.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
29.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
28.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
28.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
26.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
26.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
25.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
25.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
24.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
24.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
24.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
23.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
21.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
18.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
18.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
15.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 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.
TSFM 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
42.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
147.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
120.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
102.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
97.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
93.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
91.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
89.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
88.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
85.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
82.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
80.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
80.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
79.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
79.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
78.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
78.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
78.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
78.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
76.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
76.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
76.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
75.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
74.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
72.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
71.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
71.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
70.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
70.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
69.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
69.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
69.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
68.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
67.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
66.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
65.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
64.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
63.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
63.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
62.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
62.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
62.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
61.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
61.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
61.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
61.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
60.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
60.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
60.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
60.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
59.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
59.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
59.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
59.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
59.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
59.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
58.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
58.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
58.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
57.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
57.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
56.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
55.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
55.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
55.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
55.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
54.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
54.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
54.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
54.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
54.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
54.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
53.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
53.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
53.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
52.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
52.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
51.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
50.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
50.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
50.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
50.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
50.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
50.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
50.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
49.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
49.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
49.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
49.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
49.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
49.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
49.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
48.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
48.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
48.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
48.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
48.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
48.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
48.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
48.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
48.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
47.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
47.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
47.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
47.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
47.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
47.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
47.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
46.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
46.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
46.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
46.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
46.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
45.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
44.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
44.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
44.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
43.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
43.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
43.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
43.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
43.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
43.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
42.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
42.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
42.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
42.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
42.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
42.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
41.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
41.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
40.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
40.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
40.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
40.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
39.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
39.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
39.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
39.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
39.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
39.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
39.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
39.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
38.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
38.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
38.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
38.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
37.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
37.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
36.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
36.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
36.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
36.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
36.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
35.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
35.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
35.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
35.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
35.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
35.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
35.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
34.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
34.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
33.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
33.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
33.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
33.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
33.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
32.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
32.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
32.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
32.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
32.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
31.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
31.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
31.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
31.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
31.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
31.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
31.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
29.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
29.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
29.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
28.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
28.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
28.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
27.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
27.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
27.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
27.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
26.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
25.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
24.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
24.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
24.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
20.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
15.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
13.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.5
CPT0002270011
Tumor
0.9
CPT0023350003
Tumor
0.9
CPT0078800003
Tumor
0.9
CPT0092310003
Normal
0.8
CPT0092740003
Normal
0.7
CPT0006950001
Normal
0.7
CPT0065450001
Normal
0.7
CPT0014350001
Normal
0.7
CPT0079180003
Tumor
0.7
CPT0023360001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0007870001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0086820003
Tumor
0.6
CPT0026420001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0089480003
Normal
0.6
CPT0081620001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0012770003
Normal
0.5
CPT0025610001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0086970003
Normal
0.5
CPT0077140001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0086830003
Normal
0.5
CPT0077500001
Normal
0.5
CPT0009080003
Normal
0.5
CPT0001350001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0012180003
Tumor
0.5
CPT0007470001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0017450001
Normal
0.5
CPT0012670003
Tumor
0.5
CPT0064400001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0001500009
Tumor
0.4
CPT0001230001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0063330001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0001550001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0025920001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0063640001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0006730001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0020020001
Normal
0.3
CPT0019160001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0081880003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0010170001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0002370001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0009060003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0001180009
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0014450004
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0010120001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0079510001
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0006440003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0001340003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0019990003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0089460004
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0066470004
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0088480003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0014370004
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0009000003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0087040003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0019130003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0012370003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0092790003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0066480003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0077490003
Tumor
-0.9
CPT0078830003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0000870016
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0006900003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0001220008
Tumor
-1.0
CPT0025110003
Tumor
-1.0
CPT0006630003
Tumor
-1.0
CPT0025580004
Tumor
-1.0
CPT0065690003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0014160003
Tumor
-1.0
CPT0088760003
Tumor
-1.0
CPT0002350011
Tumor
-1.1
CPT0023690003
Tumor
-1.1
CPT0015810003
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0079380003
Tumor
-1.1
CPT0025350003
Tumor
-1.1
CPT0063320003
Tumor
-1.1
CPT0086030003
Tumor
-1.1
CPT0078990003
Tumor
-1.1
CPT0081990003
Tumor
-1.2
CPT0025290003
Tumor
-1.3
CPT0021240003
Tumor
-1.3
CPT0015910003
Tumor
-1.3
CPT0065930003
Tumor
-1.3
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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.
The Human Protein Atlas project is funded
