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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.
ADGRL2 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
13.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
38.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
28.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
25.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
24.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
18.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
17.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
16.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
14.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
ADGRL2 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
27.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
70.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
70.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
69.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
69.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
67.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
67.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
65.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
61.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
60.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
60.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
59.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
59.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
58.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
58.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
57.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
57.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
57.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
57.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
57.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
56.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
55.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
55.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
54.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
54.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
54.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
52.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
52.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
52.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
52.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
52.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
51.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
51.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
51.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
51.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
51.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
50.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
50.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
50.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
49.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
49.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
49.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
49.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
48.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
47.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
47.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
46.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
46.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
45.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
45.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
45.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
45.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
45.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
44.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
44.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
44.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
44.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
44.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
44.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
43.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
43.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
43.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
43.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
42.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
42.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
42.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
41.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
41.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
41.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
41.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
40.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
40.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
40.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
40.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
40.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
40.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
40.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
39.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
39.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
39.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
39.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
39.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
39.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
38.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
38.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
38.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
38.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
38.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
37.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
37.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
37.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
37.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
36.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
36.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
35.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
35.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
35.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
35.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
35.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
34.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
34.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
34.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
34.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
34.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
34.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
33.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
33.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
33.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
33.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
33.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
33.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
33.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
33.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
33.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
33.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
33.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
32.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
32.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
32.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
32.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
32.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
32.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
32.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
32.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
32.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
31.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
31.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
31.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
31.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
31.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
31.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
30.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
30.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
30.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
30.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
30.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
30.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
30.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
30.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
30.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
29.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
29.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
29.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
29.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
29.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
28.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
28.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
28.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
28.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
28.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
28.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
28.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
28.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
28.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
28.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
28.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
27.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
27.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
27.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
27.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
27.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
27.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
27.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
26.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
26.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
25.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
25.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
25.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
25.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
25.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
25.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
24.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
24.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
24.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
24.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
24.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
23.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
23.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
23.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
23.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
23.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
23.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
23.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
22.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
22.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
22.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
22.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
22.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
21.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
21.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
21.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
21.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
21.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
20.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
20.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
20.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
17.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
17.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
15.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
14.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
4.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
3.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 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.
ADGRL2 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
31.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
103.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
83.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
80.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
66.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
57.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
57.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
54.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
54.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
53.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
49.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
48.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
48.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
46.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
46.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
45.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
43.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
42.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
42.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
42.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
41.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
40.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
39.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
38.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
36.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
36.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
34.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
34.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
34.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
34.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
34.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
34.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
32.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
31.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
31.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
31.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
31.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
30.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
30.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
30.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
28.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
28.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
24.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
22.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
21.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
5.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
3.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADGRL2 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
20.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
93.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
89.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
89.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
72.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
66.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
62.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
52.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
50.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
47.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
47.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
45.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
44.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
43.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
40.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
39.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
38.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
37.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
36.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
35.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
35.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
34.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
33.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
33.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
33.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
32.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
32.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
32.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
32.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
32.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
31.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
31.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
31.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
31.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
31.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
31.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
30.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
30.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
29.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
29.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
29.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
28.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
28.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
28.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
27.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
27.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
27.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
27.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
26.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
26.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
26.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
26.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
26.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
25.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
25.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
25.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
24.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
24.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
24.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
24.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
24.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
23.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
23.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
23.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
22.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
21.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
20.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
20.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
19.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
19.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
18.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
18.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
18.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
18.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
17.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
16.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
16.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
16.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
16.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
14.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
12.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
10.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
9.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
5.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
5.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
4.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
2.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.1
CPT0002270011
Tumor
1.0
CPT0065430003
Tumor
0.6
CPT0009000003
Tumor
0.5
CPT0010120001
Normal
0.4
CPT0020120003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0088900003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0081620001
Normal
0.4
CPT0017850003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0069010001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0020130001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0079180003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0000640003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0007870001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0025920001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0025060001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0087050003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0088570001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0001220008
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0082010001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0078930003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0079480003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0002350011
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0078990003
Tumor
-0.5
CPT0069000003
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0086950003
Tumor
-0.8
CPT0084560003
Tumor
-1.0
CPT0088550004
Tumor
-1.1
CPT0023350003
Tumor
-1.1
CPT0024670003
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
