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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.
GPSM3 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
5.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
90.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
16.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
4.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GPSM3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
111.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
91.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
89.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
89.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
88.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
84.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
80.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
72.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
72.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
69.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
64.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
62.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
59.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
58.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
58.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
58.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
57.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
57.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
56.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
55.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
55.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
54.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
53.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
53.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
50.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
49.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
49.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
48.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
47.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
47.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
47.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
46.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
45.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
45.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
45.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
44.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
44.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
44.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
43.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
43.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
43.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
43.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
43.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
42.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
42.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
42.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
42.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
42.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
41.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
41.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
41.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
40.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
40.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
40.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
40.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
40.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
39.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
39.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
39.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
38.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
38.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
38.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
38.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
38.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
38.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
37.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
37.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
37.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
37.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
37.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
37.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
37.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
36.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
36.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
35.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
35.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
35.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
35.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
35.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
35.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
35.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
34.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
34.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
34.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
34.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
33.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
33.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
33.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
33.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
33.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
33.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
33.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
32.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
32.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
32.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
32.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
32.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
32.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
32.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
32.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
32.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
32.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
32.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
31.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
31.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
31.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
31.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
31.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
31.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
31.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
30.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
30.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
30.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
30.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
30.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
30.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
30.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
30.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
29.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
29.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
29.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
29.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
28.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
28.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
27.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
27.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
27.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
27.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
27.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
27.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
26.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
26.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
26.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
26.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
26.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
25.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
25.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
24.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
24.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
24.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
24.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
23.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
23.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
23.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
23.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
22.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
22.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
22.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
22.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
21.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
21.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
21.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
21.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
20.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
20.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
20.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
20.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
20.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
18.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
18.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
18.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
16.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
16.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
14.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
13.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
10.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
10.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
10.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
8.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
7.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
5.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GPSM3 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
23.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
88.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
77.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
70.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
58.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
53.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
52.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
49.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
44.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
42.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
38.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
36.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
35.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
35.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
32.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
31.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
30.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
27.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
26.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
23.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
15.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
13.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
13.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
11.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
9.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
9.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
6.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
6.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
6.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
3.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
3.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
2.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
GPSM3 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
15.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
123.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
103.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
95.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
87.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
80.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
78.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
62.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
58.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
53.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
53.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
52.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
52.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
51.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
51.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
48.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
45.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
45.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
43.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
43.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
43.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
43.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
42.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
42.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
41.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
40.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
40.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
38.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
37.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
36.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
36.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
35.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
35.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
34.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
34.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
34.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
33.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
32.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
32.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
31.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
31.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
30.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
30.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
29.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
27.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
26.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
26.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
25.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
25.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
24.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
24.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
23.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
22.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
20.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
18.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
16.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
13.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
11.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
10.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
9.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
9.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
9.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
8.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
7.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
5.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
4.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
4.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
4.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
4.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
3.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
3.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
3.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
3.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
3.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
3.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
2.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
2.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
2.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
2.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
1.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
2.1
CPT0079380003
Tumor
1.7
CPT0017410003
Tumor
1.5
CPT0078990003
Tumor
1.3
CPT0076330003
Tumor
1.2
CPT0001260009
Tumor
1.1
CPT0012180003
Tumor
1.1
CPT0092730003
Tumor
1.1
CPT0092160003
Tumor
1.0
CPT0075720003
Tumor
1.0
CPT0087040003
Tumor
1.0
CPT0065690003
Tumor
1.0
CPT0086360003
Tumor
0.9
CPT0078510003
Tumor
0.9
CPT0081880003
Tumor
0.9
CPT0025050003
Tumor
0.9
CPT0010110003
Tumor
0.9
CPT0006900003
Tumor
0.9
CPT0002350011
Tumor
0.8
CPT0000640003
Tumor
0.8
CPT0065930003
Tumor
0.8
CPT0017850003
Tumor
0.8
CPT0084560003
Tumor
0.8
CPT0001540009
Tumor
0.7
CPT0066470004
Tumor
0.7
CPT0019990003
Tumor
0.7
CPT0063630003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0025880003
Tumor
0.7
CPT0075560003
Tumor
0.7
CPT0079410003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0014160003
Tumor
0.6
CPT0020120003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0092190003
Normal
0.6
CPT0014370004
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0015810003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0075170001
Normal
0.4
CPT0024670003
Tumor
0.4
CPT0000870016
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0086030003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0079270003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0078930003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0012370003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0077490003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0014450004
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0018250001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0023360001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0006530001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0012770003
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0086970003
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0079180003
Tumor
-0.6
CPT0001510001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0002370001
Normal
-0.6
CPT0079510001
Normal
-0.6
CPT0069160003
Tumor
-0.6
CPT0088920001
Normal
-0.6
CPT0063640001
Normal
-0.7
CPT0014130001
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0078530001
Normal
-0.7
CPT0078840001
Normal
-0.7
CPT0076350001
Normal
-0.7
CPT0012640003
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0078940001
Normal
-0.8
CPT0089480003
Normal
-0.8
CPT0079300001
Normal
-0.8
CPT0002270011
Tumor
-0.8
CPT0081620001
Normal
-0.8
CPT0001350001
Normal
-0.8
CPT0077500001
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0007470001
Normal
-0.8
CPT0025060001
Normal
-0.8
CPT0025610001
Normal
-0.9
CPT0086370003
Normal
-0.9
CPT0014350001
Normal
-0.9
CPT0065450001
Normal
-0.9
CPT0009080003
Normal
-0.9
CPT0089040001
Normal
-0.9
CPT0082010001
Normal
-0.9
CPT0069190001
Normal
-0.9
CPT0079000001
Normal
-0.9
CPT0011410003
Tumor
-0.9
CPT0092740003
Normal
-0.9
CPT0023710001
Normal
-0.9
CPT0025920001
Normal
-0.9
CPT0077140001
Normal
-1.0
CPT0007870001
Normal
-1.0
CPT0092800003
Normal
-1.0
CPT0092310003
Normal
-1.0
CPT0086890003
Normal
-1.0
CPT0064400001
Normal
-1.0
CPT0088500001
Normal
-1.0
CPT0088780001
Normal
-1.1
CPT0020130001
Normal
-1.1
CPT0006730001
Normal
-1.1
CPT0001230001
Normal
-1.1
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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
