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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.
NID2 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
3.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
31.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
4.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
2.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
NID2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
390.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
151.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
109.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
79.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
79.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
75.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
72.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
67.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
64.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
62.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
60.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
57.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
56.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
53.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
51.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
51.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
51.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
50.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
50.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
49.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
49.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
48.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
47.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
47.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
46.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
45.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
44.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
43.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
43.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
43.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
43.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
42.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
42.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
42.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
41.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
41.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
41.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
39.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
39.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
38.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
38.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
37.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
37.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
37.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
36.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
36.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
35.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
34.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
33.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
33.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
33.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
33.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
32.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
32.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
32.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
31.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
31.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
31.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
30.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
29.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
28.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
28.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
28.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
28.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
28.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
26.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
26.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
26.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
24.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
24.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
24.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
24.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
24.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
21.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
21.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
21.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
21.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
20.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
19.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
19.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
18.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
18.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
16.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
16.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
15.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
15.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
14.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
13.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
12.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
12.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
12.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
11.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
9.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
8.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
8.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
7.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
7.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
7.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
7.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
6.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
6.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
6.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
6.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
6.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
5.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
5.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
5.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
5.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
5.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
5.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
4.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
4.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
4.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
3.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
3.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
3.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
3.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
3.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
3.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
3.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
2.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
2.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
0.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
0.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
0.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
0.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NID2 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
14.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
81.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
69.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
66.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
44.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
34.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
34.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
27.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
23.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
21.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
21.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
18.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
16.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
14.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
13.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
11.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
11.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
10.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
9.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
9.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
9.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
9.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
8.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
7.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
7.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
6.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
6.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
6.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
6.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
6.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
6.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
5.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
5.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
5.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
5.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
5.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
4.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
4.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
4.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
4.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
3.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
3.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
3.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
0.8
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.
NID2 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
4.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
63.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
36.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
28.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
26.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
26.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
21.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
21.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
13.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
11.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
10.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
7.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
7.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
7.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
6.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
6.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
5.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
5.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
5.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
4.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
4.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
4.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
4.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
4.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
4.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
4.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
3.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
3.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
3.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
3.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
3.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
3.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
3.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
2.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
2.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
2.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
2.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
2.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
2.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
2.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
0.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
0.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
0.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
0.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
0.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
0.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
0.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
0.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
0.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
0.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
1.7
CPT0077490003
Tumor
1.3
CPT0084560003
Tumor
1.1
CPT0011240003
Tumor
1.0
CPT0092190003
Normal
1.0
CPT0088630003
Tumor
1.0
CPT0088760003
Tumor
0.9
CPT0085670003
Tumor
0.8
CPT0009000003
Tumor
0.8
CPT0088900003
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0000780007
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0077320001
Normal
0.6
CPT0010120001
Normal
0.6
CPT0014370004
Tumor
0.6
CPT0012370003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0084590001
Normal
0.6
CPT0015910003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0012900004
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0025350003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0012920003
Normal
0.4
CPT0066470004
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0092730003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0081990003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0075170001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0001270001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0086970003
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0002370001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0000890001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0010170001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0025580004
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0001230001
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0010110003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0079430001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0081880003
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0086360003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0087050003
Normal
-0.5
CPT0001180009
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0089480003
Normal
-0.5
CPT0023350003
Tumor
-0.5
CPT0002350011
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0076330003
Tumor
-0.7
CPT0025050003
Tumor
-0.8
CPT0015730003
Tumor
-0.9
CPT0014450004
Tumor
-0.9
CPT0024670003
Tumor
-1.0
CPT0088550004
Tumor
-1.2
CPT0012180003
Tumor
-1.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
