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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.
ENPP5 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
63.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
61.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
35.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
34.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
27.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
26.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
17.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
12.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
7.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
ENPP5 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
12.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
67.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
61.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
56.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
55.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
53.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
43.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
41.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
41.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
41.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
40.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
39.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
39.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
38.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
36.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
36.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
35.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
35.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
35.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
33.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
30.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
29.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
29.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
29.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
28.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
28.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
27.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
25.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
23.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
22.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
21.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
21.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
19.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
19.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
17.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
17.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
14.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
11.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
9.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
9.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
9.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
9.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
8.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
8.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
8.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
8.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
7.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
7.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
7.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
7.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
7.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
7.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
7.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
7.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
7.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
6.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
6.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
6.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
6.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
6.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
6.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
5.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
5.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
5.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
5.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
5.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
5.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
5.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
4.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
4.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
4.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
4.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
4.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
4.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
4.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
4.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
4.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
4.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
4.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
4.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
4.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
4.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
3.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
3.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
3.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
3.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
3.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
3.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
3.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
3.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
2.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
2.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
2.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
2.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
2.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
2.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
2.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
2.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
2.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
2.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
0.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
0.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
0.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 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.
ENPP5 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
19.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
56.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
50.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
48.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
45.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
43.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
42.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
24.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
24.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
18.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
17.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
15.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
15.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
13.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
7.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
6.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
6.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
6.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
5.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
4.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
4.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ENPP5 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
18.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
170.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
76.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
61.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
58.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
46.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
46.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
46.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
45.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
44.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
44.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
42.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
42.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
42.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
41.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
41.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
40.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
39.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
39.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
39.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
39.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
38.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
37.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
35.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
34.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
34.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
34.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
34.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
34.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
32.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
32.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
31.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
31.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
30.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
30.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
29.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
29.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
27.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
27.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
27.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
26.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
26.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
24.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
24.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
24.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
23.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
23.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
22.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
22.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
22.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
21.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
21.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
21.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
20.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
20.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
19.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
19.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
19.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
19.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
19.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
18.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
18.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
16.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
16.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
16.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
16.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
16.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
15.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
14.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
14.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
12.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
10.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
9.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
5.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
5.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
3.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
3.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.6
CPT0088780001
Normal
1.4
CPT0065750003
Tumor
1.3
CPT0015730003
Tumor
1.3
CPT0015910003
Tumor
1.3
CPT0086030003
Tumor
1.2
CPT0063320003
Tumor
1.2
CPT0025060001
Normal
1.1
CPT0014160003
Tumor
1.0
CPT0063330001
Normal
1.0
CPT0087050003
Normal
1.0
CPT0012290003
Normal
0.9
CPT0089040001
Normal
0.8
CPT0075170001
Normal
0.8
CPT0006730001
Normal
0.8
CPT0006950001
Normal
0.7
CPT0023690003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0063640001
Normal
0.7
CPT0092310003
Normal
0.6
CPT0020130001
Normal
0.6
CPT0019990003
Tumor
0.6
CPT0088710001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0010120001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0086970003
Normal
0.6
CPT0002350011
Tumor
0.6
CPT0078670001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0065820001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0065430003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0066520001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0077140001
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0025610001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0065870003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0078840001
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0077490003
Tumor
0.3
CPT0010170001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0077500001
Normal
0.3
CPT0092740003
Normal
0.2
CPT0069010001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0019130003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0088500001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0078830003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0014350001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0088900003
Tumor
-0.3
CPT0009080003
Normal
-0.3
CPT0078990003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0076330003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0079000001
Normal
-0.4
CPT0092790003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0077320001
Normal
-0.5
CPT0086360003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0065810003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0012640003
Normal
-0.6
CPT0092730003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0081600003
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0086870003
Tumor
-0.8
CPT0063630003
Tumor
-0.9
CPT0071150004
Tumor
-0.9
CPT0014450004
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0024670003
Tumor
-0.9
CPT0088970003
Tumor
-0.9
CPT0001340003
Tumor
-1.0
CPT0023350003
Tumor
-1.0
CPT0026410003
Tumor
-1.0
CPT0025880003
Tumor
-1.1
CPT0012080003
Tumor
-1.1
CPT0001260009
Tumor
-1.3
CPT0012670003
Tumor
-1.3
CPT0088550004
Tumor
-1.4
CPT0069160003
Tumor
-1.5
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0078940001
Normal
N/A
CPT0075720003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0089460004
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0000660001
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
