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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.
HNRNPH3 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
34.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
120.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
81.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
73.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
71.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
64.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
64.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
55.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
51.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
50.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
48.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
47.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
45.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
44.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
43.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
43.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
42.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
42.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
41.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
40.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
40.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
40.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
39.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
37.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
37.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
35.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
35.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
34.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
33.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
31.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
27.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
27.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
26.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
25.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
24.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
24.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
23.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
21.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
20.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
17.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
10.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
HNRNPH3 is validated 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
56.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
126.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
119.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
112.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
112.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
111.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
109.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
107.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
106.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
104.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
104.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
103.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
103.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
103.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
102.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
102.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
102.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
100.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
100.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
99.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
99.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
97.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
97.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
97.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
96.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
94.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
92.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
92.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
91.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
91.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
90.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
90.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
90.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
90.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
90.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
90.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
90.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
90.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
89.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
89.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
89.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
89.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
88.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
88.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
88.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
87.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
87.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
87.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
87.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
87.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
86.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
86.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
86.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
86.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
86.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
86.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
85.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
85.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
84.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
84.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
84.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
84.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
84.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
83.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
83.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
83.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
83.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
83.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
82.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
82.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
82.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
82.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
82.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
81.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
81.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
81.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
81.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
81.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
81.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
81.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
81.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
81.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
81.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
81.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
81.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
80.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
80.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
79.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
79.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
79.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
79.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
78.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
77.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
77.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
77.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
76.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
76.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
76.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
76.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
76.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
76.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
75.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
75.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
75.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
74.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
74.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
74.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
74.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
73.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
73.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
73.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
73.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
72.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
72.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
72.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
72.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
72.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
72.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
72.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
71.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
71.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
71.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
71.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
71.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
71.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
71.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
71.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
71.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
71.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
70.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
70.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
70.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
70.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
70.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
70.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
70.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
69.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
69.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
69.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
69.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
69.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
68.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
68.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
68.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
68.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
68.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
68.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
68.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
68.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
68.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
68.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
67.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
67.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
67.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
67.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
67.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
67.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
67.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
67.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
67.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
66.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
66.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
66.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
66.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
66.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
66.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
66.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
66.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
66.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
66.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
65.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
65.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
65.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
65.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
65.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
65.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
65.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
64.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
64.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
64.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
64.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
64.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
64.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
64.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
63.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
63.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
63.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
63.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
63.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
63.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
63.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
63.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
63.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
63.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
63.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
62.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
62.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
62.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
62.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
62.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
62.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
62.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
62.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
62.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
61.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
61.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
61.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
61.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
61.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
61.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
61.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
61.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
61.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
61.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
61.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
61.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
61.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
61.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
60.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
60.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
60.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
60.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
60.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
60.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
60.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
59.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
59.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
59.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
59.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
59.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
58.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
58.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
58.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
58.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
58.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
58.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
57.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
57.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
57.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
57.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
56.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
56.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
56.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
56.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
56.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
56.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
56.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
56.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
56.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
56.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
56.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
56.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
56.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
56.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
56.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
55.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
55.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
55.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
55.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
55.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
55.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
55.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
55.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
55.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
55.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
55.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
55.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
55.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
54.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
54.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
54.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
54.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
54.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
54.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
54.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
54.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
54.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
54.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
53.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
53.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
53.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
53.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
53.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
53.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
52.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
52.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
52.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
52.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
52.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
51.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
51.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
51.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
51.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
51.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
51.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
51.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
50.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
50.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
50.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
50.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
50.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
50.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
49.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
49.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
49.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
49.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
49.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
49.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
49.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
49.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
48.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
48.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
48.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
48.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
48.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
48.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
47.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
47.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
47.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
47.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
47.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
47.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
47.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
47.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
46.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
46.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
46.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
46.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
46.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
45.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
45.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
45.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
45.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
45.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
44.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
44.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
44.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
44.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
44.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
43.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
43.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
43.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
43.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
43.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
42.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
42.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
42.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
42.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
42.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
42.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
42.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
42.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
42.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
42.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
42.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
42.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
41.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
41.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
41.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
41.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
41.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
41.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
40.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
40.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
40.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
40.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
39.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
39.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
39.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
38.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
38.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
38.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
38.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
38.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
37.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
37.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
37.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
37.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
37.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
36.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
36.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
36.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
36.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
35.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
35.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
35.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
35.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
35.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
34.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
34.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
34.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
34.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
34.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
34.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
33.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
33.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
32.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
32.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
32.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
32.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
32.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
32.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
32.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
31.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
31.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
31.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
30.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
30.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
30.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
29.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
29.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
29.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
29.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
29.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
28.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
27.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
27.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
27.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
26.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
26.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
26.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
25.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
24.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
23.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
22.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
21.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
20.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
18.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
16.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
13.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
HNRNPH3 is validated prognostic, high expression is favorable 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
71.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
118.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
113.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
107.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
107.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
104.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
103.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
101.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
98.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
98.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
97.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
97.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
96.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
96.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
94.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
93.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
91.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
89.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
88.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
88.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
88.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
87.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
85.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
84.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
84.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
83.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
83.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
83.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
82.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
82.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
82.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
81.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
80.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
80.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
78.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
77.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
77.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
76.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
76.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
76.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
75.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
75.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
75.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
75.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
74.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
73.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
73.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
73.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
72.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
72.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
72.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
71.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
71.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
70.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
70.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
69.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
69.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
69.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
67.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
67.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
66.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
65.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
63.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
63.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
61.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
61.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
59.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
59.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
58.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
58.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
58.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
58.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
58.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
56.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
56.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
56.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
54.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
53.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
52.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
51.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
50.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
48.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
48.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
48.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
47.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
46.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
46.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
45.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
42.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
39.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
38.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
26.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
HNRNPH3 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
48.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
128.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
124.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
113.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
113.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
111.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
111.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
107.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
102.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
102.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
102.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
100.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
98.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
96.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
95.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
94.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
93.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
90.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
90.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
89.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
88.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
88.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
87.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
86.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
85.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
85.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
84.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
83.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
83.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
83.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
83.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
82.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
82.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
81.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
78.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
77.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
77.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
77.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
77.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
77.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
77.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
76.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
75.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
75.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
74.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
74.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
72.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
72.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
72.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
70.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
70.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
70.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
69.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
69.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
69.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
69.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
69.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
68.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
67.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
66.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
66.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
66.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
66.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
65.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
64.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
64.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
64.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
64.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
62.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
62.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
61.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
60.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
60.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
60.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
60.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
59.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
59.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
59.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
59.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
58.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
58.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
57.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
57.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
56.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
56.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
56.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
56.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
56.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
56.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
56.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
55.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
55.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
54.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
54.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
54.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
54.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
54.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
54.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
53.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
53.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
52.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
52.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
52.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
52.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
51.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
51.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
51.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
50.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
50.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
50.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
50.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
50.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
50.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
50.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
49.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
49.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
49.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
49.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
48.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
48.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
48.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
48.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
48.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
47.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
47.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
47.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
46.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
46.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
46.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
45.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
45.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
45.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
44.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
44.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
44.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
43.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
43.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
43.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
43.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
43.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
42.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
42.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
42.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
42.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
42.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
42.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
42.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
42.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
41.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
41.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
41.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
41.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
41.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
40.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
40.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
39.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
39.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
39.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
39.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
39.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
39.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
38.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
38.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
37.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
37.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
37.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
37.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
36.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
36.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
36.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
36.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
36.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
36.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
36.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
35.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
35.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
35.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
35.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
34.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
33.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
33.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
33.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
33.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
33.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
32.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
32.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
32.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
32.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
31.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
31.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
31.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
30.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
30.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
30.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
29.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
29.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
29.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
29.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
29.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
29.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
29.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
28.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
28.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
28.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
27.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
27.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
27.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
27.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
26.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
25.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
25.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
25.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
24.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
24.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
23.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
23.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
22.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
20.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
20.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
19.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
19.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017410003
Tumor
0.7
CPT0079510001
Normal
0.5
CPT0024680001
Normal
0.4
CPT0092190003
Normal
0.4
CPT0006440003
Tumor
0.4
CPT0012900004
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0085670003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0078530001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0084590001
Normal
0.2
CPT0020130001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0012770003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0088500001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0086970003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0023350003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0079180003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0000640003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
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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.
The Human Protein Atlas project is funded
