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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.
CNOT11 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
12.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
43.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
41.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
22.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
16.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
16.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
14.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
9.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 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.
CNOT11 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
28.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
129.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
89.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
79.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
79.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
65.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
59.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
59.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
59.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
57.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
56.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
55.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
54.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
53.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
53.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
52.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
52.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
51.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
51.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
51.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
50.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
50.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
48.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
48.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
48.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
48.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
47.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
47.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
47.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
47.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
47.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
47.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
47.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
46.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
46.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
46.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
45.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
45.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
45.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
44.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
43.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
42.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
42.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
42.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
42.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
41.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
41.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
41.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
41.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
40.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
40.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
40.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
40.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
40.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
39.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
38.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
38.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
38.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
38.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
38.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
38.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
37.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
37.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
37.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
37.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
37.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
37.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
37.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
36.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
36.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
36.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
36.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
36.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
36.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
35.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
35.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
35.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
35.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
35.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
35.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
35.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
35.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
34.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
34.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
34.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
34.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
34.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
34.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
34.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
34.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
34.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
34.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
34.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
34.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
33.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
33.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
33.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
33.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
33.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
33.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
33.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
33.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
33.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
33.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
33.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
32.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
32.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
32.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
32.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
32.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
32.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
32.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
32.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
32.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
32.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
32.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
32.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
32.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
31.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
31.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
31.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
31.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
31.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
30.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
30.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
30.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
30.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
30.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
30.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
30.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
30.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
30.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
30.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
30.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
30.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
29.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
29.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
29.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
29.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
29.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
28.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
28.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
28.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
28.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
28.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
28.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
28.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
28.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
28.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
27.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
27.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
27.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
27.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
27.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
27.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
27.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
27.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
27.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
27.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
26.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
26.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
26.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
26.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
26.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
26.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
26.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
26.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
26.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
26.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
26.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
26.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
26.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
25.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
25.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
25.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
25.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
25.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
24.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
24.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
24.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
24.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
24.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
24.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
24.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
24.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
24.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
23.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
23.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
23.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
22.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
22.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
22.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
22.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
22.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
22.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
21.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
21.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
21.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
21.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
21.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
21.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
20.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
20.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
19.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
17.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
17.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
16.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
15.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.1
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.
CNOT11 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
38.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
93.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
75.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
73.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
64.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
64.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
62.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
55.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
55.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
53.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
53.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
52.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
51.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
48.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
47.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
46.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
45.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
45.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
44.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
44.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
43.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
43.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
43.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
43.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
42.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
42.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
42.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
42.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
42.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
41.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
41.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
41.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
41.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
41.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
40.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
40.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
40.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
40.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
39.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
38.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
38.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
36.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
36.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
36.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
34.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
34.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
34.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
34.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
33.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
33.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
31.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
30.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
30.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
28.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
28.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
25.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
21.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CNOT11 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
24.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
73.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
59.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
56.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
55.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
54.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
52.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
52.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
49.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
48.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
47.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
46.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
45.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
44.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
44.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
44.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
43.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
42.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
42.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
42.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
41.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
41.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
40.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
39.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
39.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
39.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
38.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
36.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
36.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
36.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
36.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
35.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
35.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
35.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
34.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
34.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
34.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
33.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
33.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
32.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
32.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
32.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
32.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
32.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
32.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
31.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
31.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
31.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
31.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
31.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
31.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
31.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
30.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
30.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
29.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
29.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
29.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
29.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
28.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
28.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
28.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
28.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
28.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
28.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
27.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
27.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
27.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
27.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
27.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
27.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
27.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
26.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
26.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
25.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
25.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
25.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
25.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
25.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
24.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
24.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
24.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
24.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
24.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
23.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
23.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
23.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
23.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
23.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
23.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
23.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
22.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
21.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
21.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
20.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
19.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
19.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
19.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
19.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
18.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
17.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
17.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
16.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
16.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
15.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
15.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
14.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
12.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
11.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
10.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
10.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0079180003
Tumor
0.7
CPT0012550003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0001180009
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0015730003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0078510003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0065750003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0079230003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0007860003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0079510001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0088710001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0025060001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0088780001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0089040001
Normal
-0.4
CPT0078530001
Normal
-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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
