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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NKIRAS2 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
13.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
55.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
30.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
27.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
21.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
18.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
16.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
14.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
11.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
8.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
NKIRAS2 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
25.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
51.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
46.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
42.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
42.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
40.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
39.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
39.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
38.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
38.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
38.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
38.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
38.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
37.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
36.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
36.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
35.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
35.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
35.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
35.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
35.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
35.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
35.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
35.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
34.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
34.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
34.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
34.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
34.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
34.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
34.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
34.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
34.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
34.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
33.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
33.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
33.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
33.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
33.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
33.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
33.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
33.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
32.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
32.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
32.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
32.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
32.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
32.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
32.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
32.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
32.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
32.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
32.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
32.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
32.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
32.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
31.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
31.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
31.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
31.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
31.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
31.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
31.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
31.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
31.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
31.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
31.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
30.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
30.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
30.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
30.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
30.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
30.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
29.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
29.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
29.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
29.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
29.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
29.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
29.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
29.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
29.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
29.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
29.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
29.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
28.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
28.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
28.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
28.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
28.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
28.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
28.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
28.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
28.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
28.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
28.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
28.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
28.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
28.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
27.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
27.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
27.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
27.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
27.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
27.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
27.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
27.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
27.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
27.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
27.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
27.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
27.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
26.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
26.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
26.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
26.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
26.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
26.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
26.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
26.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
26.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
25.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
25.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
25.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
25.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
25.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
25.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
25.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
25.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
25.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
25.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
25.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
25.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
25.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
25.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
25.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
24.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
24.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
24.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
24.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
24.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
24.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
23.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
23.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
23.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
23.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
23.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
23.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
23.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
23.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
23.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
22.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
22.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
22.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
22.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
22.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
22.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
21.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
21.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
21.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
21.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
21.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
21.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
21.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
21.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
21.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
20.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
20.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
20.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
20.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
19.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
19.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
19.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
19.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
19.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
17.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
15.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
13.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
NKIRAS2 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
24.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
57.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
38.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
34.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
31.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
30.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
30.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
30.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
28.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
28.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
28.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
27.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
26.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
25.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
23.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
23.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
23.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
22.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
22.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
21.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
19.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
16.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
14.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
NKIRAS2 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
36.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
114.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
93.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
88.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
88.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
86.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
84.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
79.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
78.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
78.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
74.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
71.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
68.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
67.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
67.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
66.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
64.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
63.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
62.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
60.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
59.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
59.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
58.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
56.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
56.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
56.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
56.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
55.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
55.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
54.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
54.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
51.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
51.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
51.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
50.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
50.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
49.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
49.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
49.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
49.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
49.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
49.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
48.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
48.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
47.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
47.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
47.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
47.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
46.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
46.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
46.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
46.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
46.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
45.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
45.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
45.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
45.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
44.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
44.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
44.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
44.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
44.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
43.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
43.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
43.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
43.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
43.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
42.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
42.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
42.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
42.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
41.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
41.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
41.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
41.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
40.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
40.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
40.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
40.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
40.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
39.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
39.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
39.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
39.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
39.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
39.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
39.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
39.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
39.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
38.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
38.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
37.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
37.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
37.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
37.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
37.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
37.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
37.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
37.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
37.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
37.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
37.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
37.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
37.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
37.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
36.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
36.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
36.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
36.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
36.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
35.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
35.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
35.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
35.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
35.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
34.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
34.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
34.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
34.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
34.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
34.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
34.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
33.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
33.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
33.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
33.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
33.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
33.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
32.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
32.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
32.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
32.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
32.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
31.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
31.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
31.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
31.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
30.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
30.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
30.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
30.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
29.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
29.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
29.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
29.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
29.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
29.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
29.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
29.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
28.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
27.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
27.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
27.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
27.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
27.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
26.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
26.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
26.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
25.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
25.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
24.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
24.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
24.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
24.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
24.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
24.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
23.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
22.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
21.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
21.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
20.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
19.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
18.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
18.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
17.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
17.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
17.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
17.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
16.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
0.7
CPT0077490003
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0078830003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0017410003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0088690003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0081880003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0014450004
Tumor
0.3
CPT0078530001
Normal
0.3
CPT0086030003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0012900004
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0077140001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0088640003
Normal
0.0
CPT0066430001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0009060003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0079230003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0015730003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0020120003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0007860003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
