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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.
ZNF362 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
10.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
26.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
24.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
24.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
24.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
21.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
19.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
17.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
17.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
13.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
10.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
8.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
ZNF362 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
38.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
37.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
34.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
33.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
33.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
32.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
32.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
30.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
30.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
29.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
28.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
28.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
28.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
27.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
26.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
26.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
25.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
25.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
25.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
24.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
23.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
23.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
23.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
23.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
23.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
22.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
22.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
22.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
22.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
21.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
20.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
20.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
20.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
20.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
20.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
19.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
18.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
18.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
17.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
17.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
16.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
16.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
15.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
14.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
13.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
11.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
9.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
9.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
9.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
7.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
7.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
7.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
6.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF362 is validated prognostic, high expression is favorable 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
15.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
32.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
31.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
26.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
26.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
25.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
23.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
21.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
17.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
14.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
14.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
9.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
9.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
7.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
6.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
4.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
ZNF362 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
16.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
48.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
42.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
36.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
35.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
34.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
33.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
32.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
32.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
31.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
31.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
31.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
30.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
29.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
28.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
27.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
27.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
26.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
26.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
25.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
25.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
25.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
25.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
24.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
24.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
22.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
22.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
21.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
19.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
19.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
19.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
19.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
18.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
17.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
16.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
15.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
14.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
14.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
14.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
14.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
12.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
11.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
11.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
10.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
9.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
7.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
1.3
CPT0071150004
Tumor
0.8
CPT0001180009
Tumor
0.7
CPT0006630003
Tumor
0.7
CPT0078990003
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0076330003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0077490003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0014370004
Tumor
0.3
CPT0001550001
Normal
0.3
CPT0025350003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0064370003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0078670001
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0002350011
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0015910003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0079430001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0009080003
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0088550004
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0024680001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0011240003
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0088640003
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0002370001
Normal
-0.4
CPT0092160003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0065810003
Tumor
-0.4
CPT0026420001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0012280003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0023690003
Tumor
-0.5
CPT0076350001
Normal
-0.5
CPT0092790003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0088710001
Normal
-0.6
CPT0011410003
Tumor
-0.6
CPT0013790003
Normal
-0.7
CPT0063640001
Normal
-0.7
CPT0079180003
Tumor
-1.0
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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
