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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.
RASSF3 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
4.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
6.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
4.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
RASSF3 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
15.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
60.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
44.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
38.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
33.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
32.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
31.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
30.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
29.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
28.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
28.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
28.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
26.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
26.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
26.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
26.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
25.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
25.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
25.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
24.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
24.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
24.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
23.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
22.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
22.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
22.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
19.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
19.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
19.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
19.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
19.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
17.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
17.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
17.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
17.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
17.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
16.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
16.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
16.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
15.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
15.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
14.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
12.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
12.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
11.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
10.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
10.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
8.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
6.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
3.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
RASSF3 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
19.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
42.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
33.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
32.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
31.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
26.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
26.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
24.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
22.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
21.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
19.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
16.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
15.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
15.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
13.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
10.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
7.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
RASSF3 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
11.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
31.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
26.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
23.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
23.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
22.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
22.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
22.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
18.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
18.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
18.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
17.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
17.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
17.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
15.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
14.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
14.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
12.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
12.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
11.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
11.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
11.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
11.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
9.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
9.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
8.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
8.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
7.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
6.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
6.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
6.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
5.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
4.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
