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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.
SDHAF3 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
10.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
25.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
22.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
21.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
21.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
15.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
10.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
9.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 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.
SDHAF3 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
13.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
99.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
86.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
48.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
46.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
41.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
34.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
33.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
30.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
29.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
29.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
28.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
27.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
26.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
25.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
23.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
23.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
22.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
22.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
22.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
21.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
20.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
19.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
19.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
17.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
17.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
15.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
14.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
14.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
14.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
14.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
13.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
12.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
12.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
12.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
11.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
11.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
11.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
10.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
10.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
10.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
9.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
9.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
8.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
8.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
8.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
8.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
8.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
7.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
7.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
7.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
6.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
6.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
6.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
6.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
5.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
5.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
4.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
4.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
3.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 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.
SDHAF3 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
20.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
58.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
41.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
33.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
32.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
30.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
30.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
29.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
27.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
26.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
25.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
24.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
24.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
22.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
21.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
18.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
18.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
16.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
15.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
13.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
13.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
12.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
8.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
6.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
4.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
SDHAF3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
121.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
72.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
70.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
70.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
69.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
61.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
59.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
58.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
57.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
51.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
50.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
50.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
48.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
47.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
47.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
46.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
46.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
46.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
45.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
43.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
43.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
43.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
43.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
42.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
42.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
42.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
42.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
42.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
41.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
40.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
40.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
40.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
39.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
39.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
38.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
38.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
38.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
37.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
36.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
36.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
36.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
36.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
36.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
35.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
35.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
35.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
34.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
34.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
34.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
33.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
32.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
32.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
32.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
31.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
31.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
30.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
30.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
29.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
29.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
29.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
29.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
28.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
28.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
27.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
27.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
27.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
27.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
27.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
26.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
26.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
26.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
25.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
25.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
25.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
25.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
25.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
24.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
24.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
24.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
24.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
24.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
24.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
23.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
23.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
23.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
22.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
22.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
22.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
21.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
21.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
21.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
20.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
20.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
20.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
20.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
20.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
19.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
19.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
19.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
18.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
17.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
17.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
16.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
14.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
14.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
13.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
12.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
12.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
9.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
9.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
5.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0014350001
Normal
1.0
CPT0026420001
Normal
1.0
CPT0092740003
Normal
1.0
CPT0010170001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0006950001
Normal
0.9
CPT0066430001
Normal
0.9
CPT0079430001
Normal
0.8
CPT0000790001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0065450001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0078840001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0001350001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0023360001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0076350001
Normal
0.7
CPT0088780001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0081620001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0069010001
Normal
0.7
CPT0000890001
Normal
0.7
CPT0025610001
Normal
0.7
CPT0020020001
Normal
0.7
CPT0086370003
Normal
0.6
CPT0025060001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0078940001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0064400001
Normal
0.6
CPT0086970003
Normal
0.5
CPT0088710001
Normal
0.5
CPT0088690003
Tumor
0.5
CPT0077500001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0006530001
Normal
0.5
CPT0086950003
Tumor
0.4
CPT0012090003
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0025920001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0088500001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0078510003
Tumor
0.4
CPT0065820001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0001550001
Normal
0.4
CPT0017450001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0012570003
Normal
0.2
CPT0014470001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0063640001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0002370001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0069190001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0012920003
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0079180003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0071150004
Tumor
-0.2
CPT0019130003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0076330003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0000870016
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0012670003
Tumor
-0.5
CPT0001190001
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0002350011
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0012550003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0019990003
Tumor
-0.7
CPT0065810003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0079270003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0014160003
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0092290003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0079480003
Tumor
-0.7
CPT0079300001
Normal
-0.7
CPT0007320003
Tumor
-0.7
CPT0084590001
Normal
-0.8
CPT0088480003
Tumor
-0.8
CPT0025170003
Tumor
-0.8
CPT0087040003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0009000003
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0079380003
Tumor
-0.8
CPT0066470004
Tumor
-0.8
CPT0077490003
Tumor
-0.8
CPT0025230003
Tumor
-0.8
CPT0025350003
Tumor
-0.8
CPT0088970003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0069160003
Tumor
-0.9
CPT0069000003
Tumor
-0.9
CPT0075560003
Tumor
-0.9
CPT0012900004
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0009060003
Tumor
-0.9
CPT0010160003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0088550004
Tumor
-1.0
CPT0086360003
Tumor
-1.0
CPT0001260009
Tumor
-1.1
CPT0015910003
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0014370004
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0065430003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0085670003
Tumor
-1.2
CPT0001180009
Tumor
-1.2
CPT0063320003
Tumor
-1.2
CPT0001340003
Tumor
-1.3
CPT0086870003
Tumor
-1.3
CPT0081880003
Tumor
-1.4
CPT0078990003
Tumor
-1.4
CPT0025290003
Tumor
-1.4
CPT0007860003
Tumor
-1.4
CPT0092730003
Tumor
-1.5
CPT0017850003
Tumor
-1.5
CPT0000640003
Tumor
-1.5
CPT0012180003
Tumor
-1.6
CPT0065690003
Tumor
-1.8
CPT0066480003
Tumor
-1.9
CPT0081990003
Tumor
-2.0
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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
