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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.
PNPLA6 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
24.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
92.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
86.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
77.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
58.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
47.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
45.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
41.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
40.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
35.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
35.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
31.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
30.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
30.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
29.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
26.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
24.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
22.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
22.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
22.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
21.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
21.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
21.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
20.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
20.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
20.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
20.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
17.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
17.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PNPLA6 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
17.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
48.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
46.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
45.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
37.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
36.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
35.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
34.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
33.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
33.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
32.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
32.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
31.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
30.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
29.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
29.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
29.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
28.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
28.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
28.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
28.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
26.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
26.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
26.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
26.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
26.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
26.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
25.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
25.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
25.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
24.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
24.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
24.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
24.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
24.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
23.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
23.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
23.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
23.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
23.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
22.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
22.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
22.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
21.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
21.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
20.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
20.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
19.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
19.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
19.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
19.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
18.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
18.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
17.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
17.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
16.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
16.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
16.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
15.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
14.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
11.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
9.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
PNPLA6 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
22.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
46.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
43.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
39.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
34.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
33.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
32.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
31.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
30.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
29.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
27.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
24.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
23.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
23.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
22.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
22.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
22.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
14.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
13.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
PNPLA6 is potential prognostic, high expression is favorable 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
35.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
142.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
131.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
130.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
127.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
123.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
120.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
111.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
109.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
107.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
107.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
98.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
96.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
94.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
93.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
92.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
92.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
86.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
85.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
85.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
85.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
82.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
81.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
78.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
78.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
75.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
74.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
73.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
71.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
68.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
66.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
65.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
63.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
63.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
63.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
62.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
59.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
59.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
57.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
56.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
55.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
55.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
54.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
52.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
52.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
49.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
48.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
47.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
47.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
47.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
46.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
45.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
44.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
44.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
44.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
44.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
43.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
43.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
42.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
42.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
41.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
41.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
40.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
40.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
40.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
39.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
39.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
39.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
39.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
39.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
38.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
38.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
37.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
37.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
36.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
36.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
35.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
35.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
35.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
35.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
34.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
34.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
34.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
34.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
34.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
33.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
33.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
32.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
32.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
32.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
32.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
31.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
31.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
31.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
31.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
31.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
30.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
30.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
30.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
29.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
29.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
29.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
29.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
28.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
28.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
28.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
27.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
26.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
26.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
26.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
26.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
26.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
26.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
25.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
25.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
25.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
25.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
25.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
24.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
24.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
24.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
24.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
24.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
24.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
24.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
23.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
23.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
23.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
23.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
23.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
22.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
22.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
22.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
22.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
21.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
21.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
21.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
21.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
20.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
20.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
20.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
19.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
19.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
19.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
19.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
18.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
16.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
13.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
11.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092740003
Normal
0.6
CPT0013790003
Normal
0.6
CPT0079510001
Normal
0.6
CPT0088640003
Normal
0.5
CPT0006730001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0011410003
Tumor
0.5
CPT0069190001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0000790001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0077140001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0078940001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0002270011
Tumor
0.4
CPT0077500001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0066430001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0001230001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0075570001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0012290003
Normal
0.3
CPT0001350001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0069160003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0087050003
Normal
0.3
CPT0063640001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0063330001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0078670001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0088500001
Normal
0.2
CPT0076330003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0000660001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0066520001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0088480003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0000640003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0086870003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0066480003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0069000003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0012080003
Tumor
-0.5
CPT0012670003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0001180009
Tumor
-0.5
CPT0088970003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0000780007
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0077490003
Tumor
-0.7
CPT0079380003
Tumor
-0.9
CPT0009060003
Tumor
-0.9
CPT0011240003
Tumor
-0.9
CPT0017410003
Tumor
-1.0
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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
