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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.
TENT2 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
11.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
16.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
13.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
12.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
7.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
TENT2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
50.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
50.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
39.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
35.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
35.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
34.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
32.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
31.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
29.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
29.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
27.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
27.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
27.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
26.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
26.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
26.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
24.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
24.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
24.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
23.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
23.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
23.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
23.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
23.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
23.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
22.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
22.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
22.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
21.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
21.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
21.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
21.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
21.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
21.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
20.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
20.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
20.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
20.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
20.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
19.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
19.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
18.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
17.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
16.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
16.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
16.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
16.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
15.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
15.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
14.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
8.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TENT2 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
23.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
44.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
41.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
41.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
35.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
33.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
33.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
30.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
30.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
29.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
29.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
29.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
29.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
29.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
28.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
28.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
28.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
27.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
27.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
26.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
26.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
25.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
24.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
24.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
24.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
24.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
22.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
22.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
20.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
19.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
19.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
15.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
12.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.4
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.
TENT2 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
13.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
69.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
62.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
38.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
32.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
30.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
28.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
25.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
24.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
23.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
23.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
23.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
23.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
22.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
22.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
21.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
21.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
20.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
20.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
19.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
18.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
18.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
17.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
17.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
17.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
16.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
15.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
15.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
15.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
15.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
14.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
13.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
11.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0075720003
Tumor
2.5
CPT0078510003
Tumor
1.6
CPT0086820003
Tumor
1.0
CPT0025580004
Tumor
1.0
CPT0086830003
Normal
1.0
CPT0089480003
Normal
0.8
CPT0012180003
Tumor
0.7
CPT0001260009
Tumor
0.7
CPT0075560003
Tumor
0.7
CPT0064370003
Tumor
0.6
CPT0023710001
Normal
0.6
CPT0066470004
Tumor
0.6
CPT0023690003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0092160003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0025610001
Normal
0.3
CPT0065750003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0063630003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0069000003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0007320003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0025920001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0077110003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0078670001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0007470001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0085670003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0015810003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0078940001
Normal
-0.6
CPT0081600003
Tumor
-0.6
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0000780007
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0012770003
Normal
N/A
CPT0014130001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0088920001
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0092310003
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0013790003
Normal
N/A
CPT0001220008
Tumor
N/A
CPT0086370003
Normal
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
