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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.
PLEKHA6 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
9.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
42.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
35.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
20.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
13.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 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.
PLEKHA6 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
119.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
97.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
67.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
67.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
55.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
51.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
50.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
49.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
49.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
45.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
44.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
44.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
41.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
40.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
39.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
39.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
37.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
34.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
34.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
32.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
31.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
31.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
30.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
29.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
29.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
28.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
28.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
28.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
27.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
27.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
26.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
26.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
26.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
25.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
25.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
25.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
24.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
24.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
24.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
24.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
23.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
23.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
22.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
22.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
21.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
21.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
20.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
20.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
20.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
19.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
17.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
15.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
14.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
13.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
13.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
9.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
9.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
9.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
8.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
8.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
8.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
7.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
7.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
7.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
6.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
6.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
6.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
6.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
5.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
5.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
5.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
5.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
5.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
5.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
4.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
4.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
4.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
4.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
4.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
3.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
3.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
3.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
3.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
3.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
2.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
PLEKHA6 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
22.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
95.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
89.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
57.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
40.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
38.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
37.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
36.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
34.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
34.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
34.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
32.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
31.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
31.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
29.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
28.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
27.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
27.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
26.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
22.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
12.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
8.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
8.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
3.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
PLEKHA6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
102.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
90.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
83.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
78.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
78.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
74.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
73.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
72.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
69.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
68.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
66.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
60.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
60.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
59.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
58.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
56.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
54.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
53.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
53.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
52.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
52.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
51.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
51.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
50.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
50.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
49.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
48.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
47.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
47.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
46.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
45.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
45.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
44.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
44.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
43.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
42.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
42.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
40.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
40.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
40.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
39.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
39.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
38.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
38.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
38.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
37.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
37.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
37.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
37.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
36.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
36.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
36.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
35.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
35.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
35.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
35.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
34.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
34.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
34.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
33.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
32.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
31.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
30.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
30.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
30.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
29.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
29.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
28.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
27.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
27.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
27.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
27.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
26.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
26.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
26.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
26.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
25.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
25.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
24.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
23.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
23.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
22.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
22.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
22.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
22.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
21.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
21.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
21.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
20.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
19.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
19.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
19.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
19.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
18.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
18.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
18.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
17.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
15.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
15.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
15.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
14.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
13.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
11.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
9.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012770003
Normal
0.9
CPT0065450001
Normal
0.8
CPT0009080003
Normal
0.7
CPT0066430001
Normal
0.7
CPT0025610001
Normal
0.7
CPT0079000001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0006730001
Normal
0.7
CPT0020130001
Normal
0.7
CPT0007470001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0001230001
Normal
0.6
CPT0063640001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0000790001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0012640003
Normal
0.6
CPT0077500001
Normal
0.6
CPT0089480003
Normal
0.6
CPT0086370003
Normal
0.6
CPT0092800003
Normal
0.6
CPT0078530001
Normal
0.6
CPT0078670001
Normal
0.6
CPT0088970003
Tumor
0.6
CPT0012570003
Normal
0.5
CPT0001350001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0001550001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0025920001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0082010001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0024680001
Normal
0.5
CPT0002270011
Tumor
0.4
CPT0009020003
Normal
0.4
CPT0088500001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0079300001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0014130001
Normal
0.4
CPT0002370001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0019160001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0063330001
Normal
0.4
CPT0000660001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0010120001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0079510001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0009060003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0006630003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0001270001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0014450004
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0012370003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0010160003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0015730003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0011240003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0007860003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0089020003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0078660003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0025880003
Tumor
-0.7
CPT0007320003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0079230003
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0092290003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0025230003
Tumor
-0.8
CPT0025110003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0025050003
Tumor
-0.8
CPT0075130003
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0021240003
Tumor
-0.9
CPT0086030003
Tumor
-0.9
CPT0078510003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0081600003
Tumor
-1.0
CPT0077110003
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0012670003
Tumor
-1.0
CPT0012080003
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0088760003
Tumor
-1.0
CPT0001260009
Tumor
-1.0
CPT0088630003
Tumor
-1.1
CPT0079380003
Tumor
-1.1
CPT0079180003
Tumor
-1.1
CPT0015910003
Tumor
-1.1
CPT0075560003
Tumor
-1.2
CPT0076330003
Tumor
-1.2
CPT0092730003
Tumor
-1.2
CPT0012550003
Tumor
-1.2
CPT0001340003
Tumor
-1.3
CPT0084560003
Tumor
-1.4
CPT0065690003
Tumor
-1.5
CPT0088550004
Tumor
-1.8
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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
