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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.
PRPF19 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
51.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
151.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
108.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
97.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
95.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
89.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
88.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
75.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
73.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
72.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
69.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
63.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
63.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
61.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
60.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
59.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
58.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
57.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
56.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
55.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
54.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
54.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
54.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
53.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
53.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
52.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
51.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
51.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
49.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
49.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
49.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
48.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
47.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
46.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
45.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
44.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
44.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
44.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
43.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
41.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
41.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
40.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
39.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
38.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
38.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
38.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
37.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
37.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
37.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
37.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
30.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
30.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
26.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
25.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
25.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
25.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
PRPF19 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
49.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
169.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
111.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
104.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
103.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
101.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
96.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
94.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
93.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
92.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
91.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
88.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
88.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
83.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
81.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
77.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
76.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
75.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
74.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
74.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
74.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
73.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
73.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
72.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
72.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
71.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
71.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
71.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
70.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
70.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
70.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
70.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
69.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
69.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
69.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
68.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
68.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
68.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
68.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
68.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
67.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
67.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
66.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
66.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
66.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
66.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
66.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
66.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
65.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
65.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
65.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
65.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
64.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
64.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
64.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
64.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
64.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
64.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
64.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
63.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
63.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
63.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
63.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
63.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
63.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
62.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
62.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
62.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
62.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
62.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
62.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
62.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
62.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
62.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
62.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
61.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
61.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
61.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
61.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
61.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
61.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
61.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
61.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
61.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
61.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
60.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
60.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
60.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
60.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
60.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
59.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
59.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
59.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
59.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
59.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
59.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
59.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
59.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
59.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
59.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
59.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
59.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
59.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
59.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
59.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
59.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
59.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
58.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
58.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
58.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
58.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
58.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
58.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
58.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
58.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
58.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
58.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
58.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
57.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
57.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
57.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
57.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
57.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
57.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
57.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
57.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
57.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
57.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
57.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
57.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
56.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
56.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
56.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
56.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
56.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
56.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
56.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
56.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
56.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
56.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
56.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
55.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
55.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
55.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
55.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
55.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
55.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
55.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
55.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
55.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
55.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
55.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
55.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
54.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
54.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
54.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
54.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
54.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
54.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
54.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
54.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
54.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
54.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
54.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
53.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
53.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
53.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
53.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
53.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
53.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
53.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
53.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
53.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
53.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
53.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
53.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
53.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
52.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
52.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
52.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
52.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
52.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
52.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
52.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
52.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
52.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
51.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
51.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
51.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
51.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
51.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
51.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
51.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
51.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
51.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
51.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
51.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
51.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
51.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
51.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
51.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
51.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
51.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
50.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
50.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
50.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
50.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
50.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
50.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
50.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
50.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
50.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
50.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
50.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
50.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
50.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
50.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
50.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
50.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
49.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
49.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
49.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
49.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
49.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
49.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
49.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
49.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
49.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
49.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
49.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
49.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
49.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
49.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
49.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
49.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
49.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
48.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
48.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
48.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
48.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
48.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
48.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
48.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
48.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
48.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
48.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
48.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
48.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
48.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
48.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
48.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
48.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
48.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
48.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
47.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
47.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
47.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
47.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
47.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
47.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
47.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
47.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
47.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
47.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
47.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
47.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
46.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
46.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
46.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
46.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
46.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
46.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
46.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
46.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
46.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
46.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
46.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
45.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
45.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
45.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
45.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
45.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
45.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
45.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
45.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
45.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
45.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
45.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
45.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
45.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
44.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
44.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
44.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
44.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
44.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
44.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
44.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
44.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
44.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
44.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
44.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
43.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
43.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
43.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
43.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
43.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
43.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
43.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
43.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
43.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
43.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
43.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
43.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
43.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
42.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
42.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
42.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
42.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
42.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
42.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
42.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
42.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
42.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
42.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
42.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
42.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
42.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
42.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
42.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
42.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
41.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
41.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
41.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
41.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
41.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
41.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
41.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
41.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
41.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
41.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
41.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
41.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
41.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
41.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
41.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
40.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
40.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
40.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
40.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
40.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
40.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
40.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
40.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
40.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
40.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
40.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
40.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
40.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
39.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
39.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
39.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
39.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
39.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
39.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
39.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
39.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
38.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
38.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
38.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
38.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
38.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
38.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
38.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
38.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
38.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
37.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
37.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
37.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
37.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
37.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
37.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
37.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
37.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
37.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
37.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
37.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
37.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
36.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
36.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
36.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
36.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
36.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
35.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
35.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
35.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
35.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
35.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
35.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
34.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
34.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
34.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
34.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
34.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
34.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
33.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
33.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
33.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
32.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
32.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
32.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
32.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
32.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
31.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
31.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
30.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
29.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
29.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
28.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
26.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
26.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
26.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
21.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
19.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
12.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
PRPF19 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
48.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
103.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
72.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
71.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
69.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
66.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
64.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
63.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
63.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
63.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
63.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
60.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
60.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
59.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
58.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
58.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
57.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
56.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
56.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
56.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
55.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
55.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
54.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
54.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
53.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
53.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
53.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
53.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
53.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
52.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
52.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
52.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
52.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
52.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
51.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
51.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
51.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
51.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
51.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
50.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
50.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
50.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
49.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
49.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
47.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
47.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
47.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
47.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
47.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
47.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
46.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
46.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
46.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
45.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
44.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
44.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
44.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
43.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
43.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
42.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
40.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
40.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
39.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
38.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
37.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
37.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
37.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
37.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
36.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
35.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
35.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
34.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
33.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
29.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
28.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
PRPF19 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
67.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
184.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
162.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
150.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
146.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
143.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
141.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
139.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
138.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
129.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
125.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
124.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
117.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
115.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
115.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
113.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
112.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
112.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
111.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
110.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
109.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
107.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
106.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
105.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
103.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
100.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
100.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
100.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
99.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
99.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
98.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
98.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
98.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
98.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
92.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
92.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
92.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
92.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
92.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
92.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
91.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
90.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
88.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
88.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
86.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
86.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
86.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
86.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
85.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
85.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
84.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
84.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
84.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
84.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
83.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
83.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
83.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
83.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
82.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
82.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
82.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
81.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
81.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
80.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
80.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
79.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
79.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
79.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
79.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
79.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
78.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
77.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
77.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
77.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
76.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
76.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
76.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
76.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
75.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
75.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
75.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
75.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
74.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
74.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
74.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
74.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
74.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
74.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
73.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
73.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
73.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
73.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
73.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
73.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
73.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
72.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
72.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
72.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
72.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
72.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
71.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
71.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
71.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
71.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
71.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
70.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
70.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
70.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
70.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
70.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
69.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
69.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
69.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
68.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
68.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
67.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
67.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
67.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
67.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
66.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
65.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
65.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
65.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
65.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
65.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
65.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
65.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
65.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
64.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
64.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
64.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
64.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
64.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
64.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
64.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
64.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
64.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
64.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
64.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
63.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
63.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
63.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
63.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
63.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
63.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
63.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
63.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
63.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
63.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
63.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
62.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
62.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
62.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
62.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
62.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
61.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
61.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
61.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
60.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
60.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
60.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
60.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
60.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
60.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
59.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
59.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
59.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
58.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
58.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
58.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
57.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
57.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
57.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
57.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
57.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
57.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
57.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
57.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
57.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
56.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
56.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
56.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
56.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
55.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
55.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
55.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
55.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
55.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
54.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
54.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
54.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
54.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
54.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
53.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
53.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
53.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
53.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
53.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
52.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
52.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
52.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
52.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
52.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
51.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
51.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
51.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
51.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
50.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
50.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
50.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
50.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
49.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
49.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
49.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
49.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
49.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
49.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
48.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
48.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
48.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
48.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
47.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
47.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
47.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
47.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
47.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
46.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
46.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
46.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
46.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
45.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
45.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
45.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
45.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
44.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
44.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
43.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
43.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
41.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
41.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
41.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
40.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
39.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
38.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
38.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
38.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
38.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
37.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
36.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
34.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
32.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
32.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
32.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
31.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
30.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
28.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
26.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.7
CPT0009060003
Tumor
0.5
CPT0017410003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0092190003
Normal
0.3
CPT0088690003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0079300001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0081600003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0087040003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0010170001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0065450001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
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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
