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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.
SNW1 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
25.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
53.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
43.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
41.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
41.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
41.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
39.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
37.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
34.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
34.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
33.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
31.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
29.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
29.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
28.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
27.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
27.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
27.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
26.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
25.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
24.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
23.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
21.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
21.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
18.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
18.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
17.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
17.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
16.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
14.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
13.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
SNW1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
310.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
87.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
62.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
56.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
53.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
53.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
52.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
52.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
52.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
51.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
50.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
50.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
49.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
49.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
49.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
48.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
48.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
48.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
48.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
47.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
47.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
47.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
47.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
46.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
46.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
46.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
46.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
46.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
45.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
45.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
45.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
45.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
45.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
45.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
45.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
44.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
44.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
44.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
44.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
44.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
44.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
44.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
44.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
43.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
43.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
43.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
43.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
43.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
43.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
43.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
43.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
42.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
42.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
42.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
42.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
42.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
42.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
42.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
41.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
41.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
41.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
41.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
41.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
41.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
41.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
41.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
41.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
41.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
41.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
41.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
41.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
40.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
40.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
40.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
40.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
40.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
40.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
40.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
40.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
40.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
40.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
39.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
39.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
39.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
39.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
39.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
39.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
39.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
39.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
39.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
39.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
39.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
39.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
38.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
38.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
38.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
38.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
38.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
38.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
38.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
38.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
38.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
37.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
37.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
37.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
37.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
37.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
37.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
37.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
37.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
37.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
37.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
37.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
37.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
37.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
36.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
36.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
36.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
36.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
36.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
36.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
36.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
36.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
36.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
36.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
36.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
35.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
35.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
35.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
35.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
35.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
35.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
35.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
35.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
35.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
35.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
35.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
35.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
35.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
35.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
35.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
34.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
34.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
34.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
34.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
34.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
34.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
34.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
34.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
34.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
34.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
34.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
34.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
34.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
34.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
33.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
33.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
33.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
33.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
33.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
33.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
33.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
32.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
32.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
32.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
32.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
32.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
32.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
32.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
32.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
32.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
32.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
32.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
32.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
32.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
32.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
32.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
32.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
31.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
31.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
31.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
31.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
31.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
31.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
30.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
30.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
30.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
30.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
30.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
30.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
30.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
30.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
30.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
30.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
30.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
30.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
30.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
30.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
30.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
30.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
30.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
29.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
29.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
29.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
29.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
29.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
29.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
29.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
29.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
29.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
28.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
28.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
28.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
28.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
28.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
28.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
28.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
28.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
28.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
27.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
27.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
27.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
27.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
27.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
27.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
27.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
27.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
27.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
26.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
26.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
26.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
26.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
25.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
25.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
25.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
25.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
25.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
25.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
25.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
25.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
25.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
24.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
24.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
24.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
24.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
24.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
23.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
22.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
22.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
22.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
22.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
22.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
21.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
21.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
21.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
21.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
20.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
20.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
19.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
19.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
19.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
18.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
17.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
9.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
SNW1 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
34.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
57.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
57.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
56.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
54.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
52.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
51.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
50.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
50.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
49.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
47.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
47.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
45.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
45.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
44.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
43.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
42.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
42.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
40.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
39.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
39.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
39.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
38.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
37.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
37.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
37.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
36.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
36.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
36.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
35.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
34.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
33.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
32.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
31.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
30.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
30.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
29.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
28.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
28.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
27.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
22.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
21.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
SNW1 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
25.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
66.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
64.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
62.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
60.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
59.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
54.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
48.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
47.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
47.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
46.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
44.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
44.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
44.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
43.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
42.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
42.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
42.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
41.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
41.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
41.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
41.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
40.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
40.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
40.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
39.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
39.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
39.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
38.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
38.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
37.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
37.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
37.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
36.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
36.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
36.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
36.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
35.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
34.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
34.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
34.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
34.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
34.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
34.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
34.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
34.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
34.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
33.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
33.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
33.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
33.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
33.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
33.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
32.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
32.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
32.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
32.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
32.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
31.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
31.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
31.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
31.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
31.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
31.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
30.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
30.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
30.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
29.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
29.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
29.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
29.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
28.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
28.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
28.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
28.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
28.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
27.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
27.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
27.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
27.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
27.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
27.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
26.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
26.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
26.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
26.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
26.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
26.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
26.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
26.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
26.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
26.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
26.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
26.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
25.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
25.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
25.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
25.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
25.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
24.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
24.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
24.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
24.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
24.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
24.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
23.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
23.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
23.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
23.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
22.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
21.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
21.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
21.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
21.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
20.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
20.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
19.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
19.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
18.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
18.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
17.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
17.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
16.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
16.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
15.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
14.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
11.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
3.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
2.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
0.5
CPT0001340003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0026410003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0089460004
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0078990003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0079410003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0086830003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0088640003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0019990003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0066430001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0063640001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0002270011
Tumor
-0.3
CPT0026420001
Normal
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
