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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.
RNH1 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
71.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
158.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
133.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
118.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
113.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
109.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
106.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
103.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
99.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
97.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
97.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
97.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
96.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
91.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
90.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
90.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
89.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
87.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
85.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
84.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
84.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
83.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
82.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
80.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
79.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
79.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
76.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
74.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
74.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
74.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
73.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
72.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
71.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
71.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
69.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
69.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
69.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
68.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
66.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
66.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
65.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
64.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
58.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
56.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
56.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
53.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
52.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
52.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
51.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
50.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
49.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
45.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
43.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
40.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
39.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
39.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
38.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
38.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
34.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
34.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
31.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
31.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
30.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 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.
RNH1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
49.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
94.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
90.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
88.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
87.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
83.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
82.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
82.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
81.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
81.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
81.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
81.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
80.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
79.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
79.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
78.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
78.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
78.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
77.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
77.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
76.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
76.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
75.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
74.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
73.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
73.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
73.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
73.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
72.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
72.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
72.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
71.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
71.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
71.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
71.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
71.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
71.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
71.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
70.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
70.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
70.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
70.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
70.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
69.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
69.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
69.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
69.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
69.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
69.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
69.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
68.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
68.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
68.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
68.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
68.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
68.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
68.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
67.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
67.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
66.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
66.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
66.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
66.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
65.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
65.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
65.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
65.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
65.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
65.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
64.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
64.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
64.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
64.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
64.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
64.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
64.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
64.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
64.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
63.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
63.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
63.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
63.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
63.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
63.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
63.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
62.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
62.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
62.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
62.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
62.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
62.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
62.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
62.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
62.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
61.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
61.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
61.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
61.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
61.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
61.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
61.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
61.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
61.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
61.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
60.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
60.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
60.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
60.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
60.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
60.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
59.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
59.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
59.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
59.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
59.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
59.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
59.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
59.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
59.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
59.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
58.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
58.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
58.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
58.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
58.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
58.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
58.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
58.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
57.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
57.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
57.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
57.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
57.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
57.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
57.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
57.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
57.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
57.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
57.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
56.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
56.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
56.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
56.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
56.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
56.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
56.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
56.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
56.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
56.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
56.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
56.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
56.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
55.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
55.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
55.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
55.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
55.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
55.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
55.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
55.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
55.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
55.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
55.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
55.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
55.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
55.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
55.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
55.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
55.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
54.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
54.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
54.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
54.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
54.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
54.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
54.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
54.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
54.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
54.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
53.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
53.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
53.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
53.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
53.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
53.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
53.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
53.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
53.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
53.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
53.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
53.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
53.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
53.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
53.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
53.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
52.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
52.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
52.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
52.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
52.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
52.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
52.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
52.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
52.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
52.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
52.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
52.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
52.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
51.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
51.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
51.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
51.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
51.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
51.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
51.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
51.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
51.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
51.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
51.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
51.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
50.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
50.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
50.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
50.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
50.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
50.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
50.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
50.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
50.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
50.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
50.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
50.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
49.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
49.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
49.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
49.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
49.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
49.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
49.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
49.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
49.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
49.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
49.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
48.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
48.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
48.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
48.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
48.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
48.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
48.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
48.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
48.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
48.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
48.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
48.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
48.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
48.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
48.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
48.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
48.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
47.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
47.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
47.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
47.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
47.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
47.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
47.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
47.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
47.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
47.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
47.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
46.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
46.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
46.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
46.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
46.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
46.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
46.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
46.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
46.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
46.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
46.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
45.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
45.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
45.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
45.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
45.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
45.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
45.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
45.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
45.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
45.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
45.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
45.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
45.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
45.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
45.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
45.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
45.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
44.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
44.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
44.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
44.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
44.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
44.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
44.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
44.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
44.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
44.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
43.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
43.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
43.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
43.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
43.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
43.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
43.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
43.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
43.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
43.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
42.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
42.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
42.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
42.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
42.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
42.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
42.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
42.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
42.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
41.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
41.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
41.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
41.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
41.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
41.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
41.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
41.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
41.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
41.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
41.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
41.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
41.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
40.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
40.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
40.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
40.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
40.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
40.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
40.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
39.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
39.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
39.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
39.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
39.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
39.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
38.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
38.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
38.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
38.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
38.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
38.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
37.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
37.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
37.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
37.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
36.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
36.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
36.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
36.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
36.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
35.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
35.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
35.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
35.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
35.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
35.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
35.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
35.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
35.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
34.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
34.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
34.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
34.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
33.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
33.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
33.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
33.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
33.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
33.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
33.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
33.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
32.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
32.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
32.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
32.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
32.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
32.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
32.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
31.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
31.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
31.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
31.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
31.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
30.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
30.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
30.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
29.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
29.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
28.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
28.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
28.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
27.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
27.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
27.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
27.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
26.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
26.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
25.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
25.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
23.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
23.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
21.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
21.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNH1 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
47.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
83.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
80.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
78.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
76.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
71.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
71.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
67.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
67.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
63.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
61.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
61.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
59.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
58.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
58.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
58.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
57.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
57.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
56.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
56.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
56.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
54.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
54.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
54.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
54.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
54.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
54.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
54.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
53.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
52.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
52.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
51.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
51.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
51.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
51.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
51.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
48.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
47.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
47.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
46.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
46.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
46.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
46.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
46.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
46.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
46.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
45.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
44.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
44.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
44.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
44.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
43.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
43.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
43.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
43.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
43.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
42.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
42.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
41.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
40.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
38.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
35.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
32.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 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.
RNH1 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
69.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
132.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
121.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
120.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
113.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
113.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
112.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
111.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
109.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
107.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
104.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
104.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
103.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
102.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
102.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
101.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
101.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
101.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
101.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
100.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
100.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
100.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
99.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
99.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
99.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
98.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
98.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
98.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
97.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
97.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
97.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
97.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
97.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
96.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
96.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
96.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
96.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
95.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
95.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
94.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
94.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
94.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
94.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
93.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
93.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
92.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
92.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
92.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
91.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
91.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
91.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
91.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
91.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
90.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
90.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
90.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
90.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
89.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
89.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
88.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
88.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
88.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
88.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
87.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
87.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
87.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
86.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
85.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
85.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
85.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
85.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
85.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
84.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
84.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
83.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
82.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
82.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
81.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
80.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
80.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
80.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
80.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
80.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
79.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
79.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
79.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
79.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
78.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
78.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
78.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
77.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
77.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
77.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
77.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
77.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
76.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
76.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
76.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
75.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
75.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
75.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
75.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
74.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
74.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
74.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
74.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
73.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
73.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
73.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
73.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
73.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
73.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
72.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
72.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
72.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
72.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
71.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
71.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
71.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
71.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
71.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
71.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
70.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
70.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
70.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
70.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
70.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
70.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
70.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
69.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
69.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
69.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
69.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
68.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
68.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
68.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
68.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
68.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
68.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
68.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
68.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
68.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
67.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
67.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
67.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
67.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
67.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
67.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
66.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
66.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
66.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
66.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
66.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
65.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
65.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
65.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
65.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
65.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
65.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
65.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
65.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
64.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
64.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
64.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
64.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
64.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
64.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
64.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
63.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
63.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
63.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
63.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
63.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
63.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
62.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
62.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
62.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
62.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
62.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
61.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
61.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
61.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
60.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
60.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
60.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
59.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
59.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
59.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
59.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
59.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
59.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
59.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
59.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
58.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
58.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
58.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
58.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
58.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
57.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
57.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
57.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
57.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
57.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
56.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
56.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
56.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
56.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
55.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
55.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
55.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
55.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
55.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
54.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
54.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
54.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
54.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
54.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
53.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
53.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
53.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
52.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
52.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
52.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
52.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
51.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
51.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
51.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
51.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
51.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
51.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
50.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
50.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
50.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
49.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
49.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
49.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
49.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
49.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
48.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
48.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
48.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
48.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
45.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
45.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
45.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
45.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
43.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
43.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
42.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
41.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
40.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
40.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
40.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
38.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
36.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
35.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
35.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
34.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
34.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
32.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
31.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
31.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
29.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
23.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
17.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0088970003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0084560003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0079230003
Tumor
0.3
CPT0002370001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0025110003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0025230003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0092800003
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0026410003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0064400001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0009020003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0077320001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0014470001
Normal
N/A
CPT0085670003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0078830003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0075130003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0092730003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0015810003
Tumor
-0.3
CPT0021240003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0092790003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0007860003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0020120003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0065750003
Tumor
-0.7
CPT0025290003
Tumor
-0.8
CPT0081880003
Tumor
-0.8
CPT0025170003
Tumor
-0.9
CPT0015730003
Tumor
-1.0
CPT0086030003
Tumor
-1.1
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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
