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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.
DHX15 is potential prognostic, high expression is unfavorable 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
27.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
53.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
53.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
52.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
52.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
51.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
49.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
46.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
45.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
45.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
45.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
44.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
41.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
40.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
40.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
39.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
38.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
38.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
37.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
36.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
35.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
35.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
33.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
32.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
31.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
30.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
29.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
26.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
26.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
22.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
17.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
14.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
13.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
10.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
DHX15 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
33.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
96.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
93.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
87.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
74.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
73.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
68.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
68.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
67.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
67.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
65.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
65.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
63.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
63.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
63.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
62.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
62.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
62.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
62.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
62.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
60.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
59.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
59.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
58.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
58.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
58.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
57.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
57.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
57.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
57.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
57.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
57.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
56.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
56.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
56.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
55.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
55.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
54.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
54.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
54.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
54.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
53.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
53.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
53.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
53.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
53.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
53.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
52.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
52.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
52.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
52.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
52.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
52.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
52.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
52.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
52.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
51.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
51.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
51.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
51.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
51.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
50.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
50.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
50.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
50.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
49.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
49.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
49.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
49.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
49.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
49.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
49.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
49.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
49.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
48.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
48.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
48.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
48.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
48.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
48.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
48.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
48.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
47.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
47.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
47.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
47.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
47.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
47.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
47.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
47.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
47.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
47.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
47.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
47.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
47.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
46.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
46.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
46.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
46.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
46.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
45.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
45.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
45.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
45.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
45.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
45.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
45.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
45.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
45.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
45.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
45.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
44.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
44.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
44.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
44.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
44.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
44.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
43.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
43.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
43.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
43.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
43.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
43.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
43.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
43.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
43.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
43.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
43.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
42.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
42.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
42.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
42.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
42.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
41.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
41.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
41.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
41.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
41.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
41.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
41.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
40.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
40.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
40.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
40.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
40.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
40.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
40.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
40.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
40.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
40.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
40.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
40.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
39.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
39.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
39.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
39.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
39.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
39.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
39.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
39.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
39.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
39.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
39.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
39.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
38.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
38.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
38.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
38.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
37.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
37.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
37.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
37.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
37.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
37.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
37.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
37.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
37.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
36.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
36.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
36.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
36.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
36.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
36.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
36.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
36.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
36.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
36.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
36.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
36.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
36.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
35.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
35.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
35.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
35.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
35.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
35.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
35.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
35.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
35.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
35.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
35.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
34.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
34.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
34.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
34.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
34.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
34.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
33.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
33.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
33.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
33.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
33.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
33.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
33.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
33.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
33.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
33.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
33.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
33.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
32.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
32.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
32.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
32.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
32.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
32.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
32.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
31.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
31.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
31.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
31.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
31.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
31.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
31.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
31.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
31.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
30.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
30.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
30.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
30.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
30.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
30.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
29.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
29.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
29.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
29.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
29.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
28.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
28.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
28.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
28.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
28.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
28.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
28.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
28.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
27.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
26.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
26.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
26.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
25.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
25.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
25.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
25.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
25.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
25.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
25.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
24.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
24.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
24.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
23.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
23.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
22.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
22.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
21.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
20.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
19.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
16.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
15.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
15.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.8
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.
DHX15 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
45.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
86.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
85.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
80.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
74.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
73.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
72.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
72.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
71.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
68.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
66.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
66.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
65.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
64.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
64.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
61.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
61.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
60.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
60.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
59.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
58.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
58.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
58.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
58.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
58.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
56.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
55.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
54.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
54.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
54.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
53.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
52.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
52.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
49.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
49.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
48.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
46.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
46.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
46.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
45.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
45.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
45.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
44.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
43.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
43.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
43.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
43.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
43.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
42.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
41.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
40.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
40.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
39.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
38.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
38.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
38.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
38.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
38.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
37.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
37.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
36.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
36.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
35.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
34.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
33.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
30.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
30.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.2
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.
DHX15 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
27.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
116.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
71.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
68.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
68.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
64.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
64.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
64.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
62.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
62.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
60.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
60.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
57.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
57.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
53.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
52.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
52.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
52.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
51.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
50.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
50.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
50.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
49.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
48.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
48.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
47.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
47.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
47.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
46.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
46.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
46.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
45.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
44.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
44.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
44.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
44.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
43.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
43.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
43.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
43.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
43.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
43.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
42.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
42.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
42.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
42.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
41.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
41.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
41.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
41.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
40.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
39.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
39.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
39.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
39.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
39.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
39.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
38.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
38.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
37.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
37.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
36.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
36.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
36.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
36.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
36.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
35.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
35.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
34.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
34.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
34.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
34.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
34.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
34.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
33.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
33.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
33.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
32.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
32.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
32.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
31.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
31.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
31.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
31.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
30.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
30.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
30.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
30.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
30.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
29.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
29.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
29.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
29.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
29.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
29.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
28.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
28.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
28.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
27.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
27.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
27.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
27.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
27.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
26.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
26.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
26.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
26.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
25.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
25.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
25.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
24.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
24.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
24.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
24.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
24.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
23.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
23.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
22.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
20.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
19.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
19.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
15.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
14.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
14.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
13.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
9.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.6
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
CPT0012180003
Tumor
0.5
CPT0017850003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0026410003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0078830003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0000640003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0077490003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0009000003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0012920003
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0012090003
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0012670003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
