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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.
TAF12 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
7.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
31.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
12.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
TAF12 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
57.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
47.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
46.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
34.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
28.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
25.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
24.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
23.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
22.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
22.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
22.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
22.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
21.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
21.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
21.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
20.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
20.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
20.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
19.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
19.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
19.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
19.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
19.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
19.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
18.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
17.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
17.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
17.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
17.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
16.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
16.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
16.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
16.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
16.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
15.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
15.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
15.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
12.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
10.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
10.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.8
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.
TAF12 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
17.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
27.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
24.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
22.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
21.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
19.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
18.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
16.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
16.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
16.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
14.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
11.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
TAF12 is potential prognostic, high expression is unfavorable 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
13.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
59.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
33.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
29.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
29.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
27.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
26.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
23.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
22.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
22.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
22.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
22.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
21.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
20.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
19.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
18.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
18.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
17.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
17.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
16.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
15.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
14.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
13.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
13.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
13.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
12.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
12.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
11.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
5.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
5.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
5.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
5.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
4.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007320003
Tumor
0.7
CPT0069160003
Tumor
0.6
CPT0078510003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0009060003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0012900004
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0014370004
Tumor
0.4
CPT0012180003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0065930003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0001550001
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0006630003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0079510001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0012550003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0018250001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0088570001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0000890001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0084560003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0079430001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0088920001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0088500001
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0015730003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
CPT0076330003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0001270001
Normal
N/A
CPT0001260009
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0076350001
Normal
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
