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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.
PPP1R12C 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
46.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
123.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
114.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
109.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
89.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
89.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
82.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
69.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
64.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
63.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
63.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
63.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
58.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
58.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
57.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
54.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
54.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
54.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
54.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
53.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
53.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
52.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
50.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
48.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
47.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
47.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
46.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
46.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
45.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
43.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
41.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
40.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
39.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
39.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
38.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
38.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
37.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
37.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
36.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
36.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
35.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
33.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
31.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
31.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
30.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
29.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
26.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
26.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
25.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
24.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
21.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 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.
PPP1R12C is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
40.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
95.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
89.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
89.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
86.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
84.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
83.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
82.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
78.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
77.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
77.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
77.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
77.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
77.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
76.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
76.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
74.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
73.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
72.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
70.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
70.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
69.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
69.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
69.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
68.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
68.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
68.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
68.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
67.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
66.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
66.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
66.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
65.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
65.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
65.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
65.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
64.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
64.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
63.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
63.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
61.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
61.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
61.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
60.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
60.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
59.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
59.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
59.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
59.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
59.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
58.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
58.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
58.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
57.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
57.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
57.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
57.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
57.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
56.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
55.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
55.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
55.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
55.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
54.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
54.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
54.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
54.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
54.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
54.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
54.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
54.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
54.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
54.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
54.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
54.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
53.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
53.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
53.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
53.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
53.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
53.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
53.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
52.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
52.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
52.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
52.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
52.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
52.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
52.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
52.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
52.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
52.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
52.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
52.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
52.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
51.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
51.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
51.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
51.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
51.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
51.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
51.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
51.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
51.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
50.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
50.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
50.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
50.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
50.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
50.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
49.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
49.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
49.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
49.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
49.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
49.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
48.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
48.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
48.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
48.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
48.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
48.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
48.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
48.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
47.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
47.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
47.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
47.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
47.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
47.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
46.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
46.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
46.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
46.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
46.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
46.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
46.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
46.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
46.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
45.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
45.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
45.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
45.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
45.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
45.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
45.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
45.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
45.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
45.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
45.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
45.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
45.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
45.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
44.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
44.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
44.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
44.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
44.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
44.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
43.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
43.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
43.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
43.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
43.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
43.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
43.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
43.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
42.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
42.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
42.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
42.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
42.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
42.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
42.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
42.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
42.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
42.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
42.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
42.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
42.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
41.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
41.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
41.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
41.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
41.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
41.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
41.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
41.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
41.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
41.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
41.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
40.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
40.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
40.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
40.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
40.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
40.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
39.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
39.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
39.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
39.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
39.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
39.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
39.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
39.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
39.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
39.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
39.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
39.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
38.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
38.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
38.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
38.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
38.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
38.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
38.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
38.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
38.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
38.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
37.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
37.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
37.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
37.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
37.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
37.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
37.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
37.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
37.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
36.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
36.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
36.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
36.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
36.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
36.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
36.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
36.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
36.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
36.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
36.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
36.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
36.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
35.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
35.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
35.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
35.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
35.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
35.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
35.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
35.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
35.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
35.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
35.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
35.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
35.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
34.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
34.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
34.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
34.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
34.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
34.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
34.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
34.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
34.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
34.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
34.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
34.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
34.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
34.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
33.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
33.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
33.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
33.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
33.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
33.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
33.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
33.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
33.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
33.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
33.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
33.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
33.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
32.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
32.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
32.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
32.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
32.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
32.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
32.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
32.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
32.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
32.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
32.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
32.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
31.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
31.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
31.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
31.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
31.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
31.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
31.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
31.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
30.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
30.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
30.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
30.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
30.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
30.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
30.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
30.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
30.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
30.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
29.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
29.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
29.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
29.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
29.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
28.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
28.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
28.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
28.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
28.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
27.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
27.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
27.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
27.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
27.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
27.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
26.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
26.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
26.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
26.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
25.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
25.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
24.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
24.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
24.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
24.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
24.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
24.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
23.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
23.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
23.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
22.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
22.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
22.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
22.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
20.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
20.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R12C 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
58.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
114.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
97.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
95.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
91.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
89.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
86.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
82.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
82.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
81.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
75.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
74.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
74.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
73.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
73.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
73.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
73.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
72.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
71.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
71.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
69.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
68.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
68.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
67.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
66.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
66.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
66.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
66.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
65.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
64.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
64.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
63.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
62.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
61.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
60.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
60.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
60.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
60.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
59.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
59.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
58.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
57.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
57.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
57.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
57.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
56.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
56.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
56.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
55.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
55.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
55.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
55.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
55.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
54.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
53.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
53.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
51.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
51.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
51.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
50.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
50.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
50.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
49.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
49.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
46.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
44.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
44.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
44.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
43.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
42.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
42.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
38.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
35.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
35.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
33.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
32.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
26.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
PPP1R12C 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
57.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
175.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
172.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
158.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
140.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
125.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
123.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
118.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
117.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
116.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
113.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
112.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
111.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
110.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
108.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
105.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
104.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
99.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
98.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
96.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
96.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
93.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
92.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
92.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
92.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
91.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
90.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
89.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
89.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
88.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
88.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
87.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
86.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
85.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
85.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
85.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
84.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
84.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
83.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
82.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
82.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
81.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
80.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
78.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
77.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
76.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
76.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
76.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
75.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
75.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
75.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
74.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
74.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
73.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
73.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
73.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
73.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
73.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
72.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
72.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
72.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
71.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
71.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
71.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
69.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
69.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
69.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
69.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
69.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
68.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
68.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
68.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
67.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
67.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
67.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
66.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
66.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
66.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
66.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
65.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
65.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
65.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
65.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
65.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
65.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
64.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
64.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
64.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
64.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
63.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
63.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
63.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
63.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
62.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
62.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
62.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
62.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
62.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
62.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
62.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
61.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
61.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
61.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
61.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
60.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
60.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
60.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
60.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
60.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
60.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
60.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
59.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
59.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
59.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
59.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
58.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
58.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
58.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
58.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
58.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
58.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
58.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
57.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
57.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
57.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
57.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
57.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
57.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
56.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
56.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
56.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
56.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
56.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
55.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
55.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
55.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
55.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
54.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
54.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
54.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
54.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
54.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
54.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
54.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
54.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
53.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
53.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
53.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
52.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
51.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
51.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
51.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
51.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
50.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
50.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
50.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
50.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
50.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
50.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
50.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
50.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
50.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
49.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
48.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
48.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
47.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
47.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
47.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
47.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
47.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
46.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
46.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
46.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
46.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
46.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
45.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
45.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
44.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
44.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
44.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
44.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
44.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
44.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
44.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
44.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
44.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
43.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
43.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
43.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
43.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
42.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
41.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
41.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
41.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
40.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
39.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
39.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
38.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
38.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
38.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
37.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
37.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
37.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
37.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
36.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
35.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
35.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
35.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
34.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
34.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
34.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
34.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
33.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
33.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
33.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
33.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
32.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
31.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
31.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
31.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
31.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
31.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
30.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
30.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
30.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
29.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
27.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
27.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
27.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
27.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
26.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
23.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
23.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
20.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
0.9
CPT0079510001
Normal
0.5
CPT0010120001
Normal
0.5
CPT0012370003
Tumor
0.5
CPT0078830003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0002370001
Normal
0.4
CPT0077490003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0025350003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0078530001
Normal
0.3
CPT0079480003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0001220008
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0025170003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0089020003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0077140001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0079430001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0018250001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0089040001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0066430001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0020120003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0081880003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0001340003
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0012180003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
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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
