We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
DHX9 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
50.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
40.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
37.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
33.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
32.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
29.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
28.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
27.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
27.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
27.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
24.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
22.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DHX9 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
92.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
91.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
80.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
79.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
77.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
74.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
73.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
73.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
73.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
70.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
70.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
69.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
69.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
69.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
69.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
69.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
68.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
67.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
67.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
67.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
67.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
67.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
66.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
66.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
66.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
65.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
64.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
63.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
63.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
62.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
62.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
62.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
61.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
61.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
61.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
60.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
60.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
60.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
59.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
59.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
59.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
59.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
59.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
59.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
59.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
57.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
56.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
56.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
56.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
56.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
56.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
55.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
55.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
54.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
54.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
54.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
54.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
53.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
53.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
53.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
53.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
53.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
53.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
53.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
53.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
52.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
52.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
52.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
52.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
52.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
51.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
51.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
51.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
51.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
51.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
51.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
50.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
50.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
50.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
50.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
50.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
50.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
50.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
50.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
50.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
50.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
49.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
49.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
49.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
48.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
48.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
47.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
47.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
47.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
47.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
46.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
46.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
46.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
46.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
46.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
45.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
45.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
45.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
45.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
45.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
45.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
45.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
45.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
45.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
45.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
44.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
44.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
44.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
44.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
44.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
44.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
44.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
44.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
44.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
43.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
43.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
43.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
43.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
43.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
43.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
43.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
43.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
42.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
42.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
42.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
42.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
42.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
42.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
42.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
42.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
42.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
41.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
41.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
41.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
41.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
41.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
41.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
41.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
41.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
41.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
41.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
40.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
40.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
40.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
40.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
40.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
40.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
40.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
40.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
39.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
39.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
39.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
39.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
39.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
39.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
39.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
39.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
39.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
39.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
39.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
39.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
39.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
38.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
38.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
38.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
38.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
38.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
38.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
37.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
37.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
37.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
37.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
37.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
37.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
36.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
36.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
36.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
36.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
35.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
35.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
35.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
35.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
35.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
35.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
35.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
35.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
35.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
35.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
35.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
34.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
34.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
34.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
34.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
34.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
34.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
33.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
33.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
33.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
33.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
33.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
33.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
33.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
33.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
33.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
32.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
32.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
32.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
32.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
32.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
32.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
32.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
31.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
31.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
31.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
31.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
31.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
31.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
31.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
30.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
29.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
29.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
29.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
29.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
29.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
29.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
29.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
29.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
29.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
28.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
28.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
28.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
28.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
28.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
27.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
27.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
27.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
26.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
26.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
26.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
26.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
26.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
26.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
25.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
25.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
25.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
25.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
25.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
24.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
24.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
24.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
24.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
23.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
23.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
23.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
23.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
22.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
22.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
21.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
21.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
21.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
21.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
17.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
17.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
16.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
16.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
7.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.1
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.
DHX9 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
44.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
85.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
80.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
79.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
76.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
76.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
74.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
74.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
70.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
69.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
64.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
64.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
63.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
63.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
62.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
61.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
61.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
61.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
61.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
60.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
60.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
59.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
58.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
57.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
57.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
56.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
56.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
55.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
54.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
53.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
52.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
52.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
51.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
50.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
49.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
49.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
48.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
47.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
47.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
46.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
46.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
43.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
43.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
43.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
43.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
41.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
41.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
40.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
40.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
40.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
39.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
39.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
36.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
35.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
35.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
35.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
35.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
33.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
33.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
30.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
26.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
20.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DHX9 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
23.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
102.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
81.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
77.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
75.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
73.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
71.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
67.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
66.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
66.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
66.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
65.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
63.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
62.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
60.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
57.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
57.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
57.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
56.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
55.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
54.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
54.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
53.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
53.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
52.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
49.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
49.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
48.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
47.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
47.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
46.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
46.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
46.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
45.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
45.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
44.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
43.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
42.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
42.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
41.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
40.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
38.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
38.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
38.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
38.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
38.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
37.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
37.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
37.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
37.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
35.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
35.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
35.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
35.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
34.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
34.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
34.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
33.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
33.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
32.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
32.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
31.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
31.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
31.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
31.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
30.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
30.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
29.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
29.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
29.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
29.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
29.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
29.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
29.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
29.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
28.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
28.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
27.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
26.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
26.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
25.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
25.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
25.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
24.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
24.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
24.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
23.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
23.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
21.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
21.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
21.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
20.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
18.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
17.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
17.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
16.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
15.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
13.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
13.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
11.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
8.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
8.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
7.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012640003
Normal
0.4
CPT0077110003
Tumor
0.4
CPT0001230001
Normal
0.4
CPT0017850003
Tumor
0.4
CPT0077320001
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0084590001
Normal
0.3
CPT0024670003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0069190001
Normal
0.2
CPT0015730003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0088500001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0092740003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0088550004
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0069000003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
Show allShow less
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
