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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.
MARK3 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
20.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
39.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
38.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
32.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
31.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
30.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
28.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
27.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
27.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
27.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
26.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
26.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
25.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
24.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
24.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
23.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
23.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
22.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
21.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
21.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
MARK3 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
15.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
57.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
48.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
36.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
31.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
29.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
29.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
28.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
26.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
26.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
26.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
25.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
24.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
24.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
23.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
23.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
23.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
23.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
23.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
23.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
23.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
23.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
22.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
22.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
22.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
22.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
22.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
21.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
21.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
21.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
20.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
20.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
20.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
20.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
20.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
20.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
19.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
18.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
18.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
18.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
18.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
17.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
17.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
17.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
17.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
16.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
16.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
15.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
15.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
15.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
14.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
14.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
12.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
12.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
11.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
6.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
3.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
0.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MARK3 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
18.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
33.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
30.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
28.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
26.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
25.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
25.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
23.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
23.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
22.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
22.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
22.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
19.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
19.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
17.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
15.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
12.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.6
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.
MARK3 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
16.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
48.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
47.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
45.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
35.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
34.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
33.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
33.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
33.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
33.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
32.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
31.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
29.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
29.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
28.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
26.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
26.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
26.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
26.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
26.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
25.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
25.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
25.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
24.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
24.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
23.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
23.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
23.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
23.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
22.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
22.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
22.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
21.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
21.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
21.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
21.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
21.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
21.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
20.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
20.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
20.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
19.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
19.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
18.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
18.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
18.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
16.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
16.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
16.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
16.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
15.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
15.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
15.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
13.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
12.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
12.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
11.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
11.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
11.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
10.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
8.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
6.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
0.8
CPT0079180003
Tumor
0.7
CPT0012640003
Normal
0.4
CPT0079300001
Normal
0.4
CPT0001230001
Normal
0.3
CPT0002270011
Tumor
0.3
CPT0069190001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0020130001
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0002370001
Normal
0.3
CPT0019130003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0021240003
Tumor
0.3
CPT0025920001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0000790001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0009020003
Normal
0.1
CPT0023710001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0000660001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0078530001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0012770003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0010110003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0084590001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0086950003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0019990003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0002350011
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0015730003
Tumor
-0.5
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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
