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.
HMGXB3 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
16.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
58.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
33.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
26.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
25.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
24.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
24.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
23.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
21.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
21.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
21.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
14.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
14.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.2
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.
HMGXB3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
37.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
35.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
34.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
29.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
28.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
25.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
24.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
22.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
22.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
21.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
21.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
21.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
20.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
20.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
19.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
19.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
19.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
19.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
19.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
18.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
18.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
18.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
18.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
17.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
17.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
17.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
17.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
16.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
16.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
15.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
15.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
15.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
14.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
14.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
13.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
12.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.3
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.
HMGXB3 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
17.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
26.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
25.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
23.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
23.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
22.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
20.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
18.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
17.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
16.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
16.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
15.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
15.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
10.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMGXB3 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
14.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
37.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
34.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
33.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
33.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
33.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
30.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
30.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
27.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
27.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
27.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
26.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
26.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
25.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
24.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
24.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
24.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
23.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
21.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
21.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
21.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
20.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
20.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
20.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
20.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
19.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
19.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
18.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
18.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
18.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
17.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
16.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
15.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
15.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
14.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
14.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
14.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
13.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
13.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
10.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
10.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
9.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
4.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0000870016
Tumor
1.6
CPT0001340003
Tumor
1.5
CPT0019160001
Normal
1.5
CPT0000890001
Normal
1.1
CPT0075130003
Tumor
1.0
CPT0075170001
Normal
0.9
CPT0012280003
Tumor
0.7
CPT0024670003
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0001350001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0012180003
Tumor
0.5
CPT0025350003
Tumor
0.4
CPT0075570001
Normal
0.4
CPT0025880003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0077490003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0089460004
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0000640003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0025110003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0069190001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0092290003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0014130001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0078840001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0025060001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0009080003
Normal
-0.5
CPT0013790003
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0011240003
Tumor
-0.5
CPT0018250001
Normal
-0.5
CPT0024680001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0012920003
Normal
-0.7
CPT0088570001
Normal
-0.7
CPT0019130003
Tumor
-0.9
CPT0020130001
Normal
-1.0
CPT0065820001
Normal
-1.5
CPT0078990003
Tumor
-3.1
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0064370003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0010170001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0077310003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0077320001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0079410003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0087050003
Normal
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0086820003
Tumor
N/A
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.
The Human Protein Atlas project is funded
