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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.
MZT2A 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
23.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
256.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
85.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
68.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
61.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
57.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
49.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
42.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
40.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
33.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
32.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
30.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
29.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
28.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
25.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
25.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
23.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
20.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
20.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
19.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
19.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
11.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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.
MZT2A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
75.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
402.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
294.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
270.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
268.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
261.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
254.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
250.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
243.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
242.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
238.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
238.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
234.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
233.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
228.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
217.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
216.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
212.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
209.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
199.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
198.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
191.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
179.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
178.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
177.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
177.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
172.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
171.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
171.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
169.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
169.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
167.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
166.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
165.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
163.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
162.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
160.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
159.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
159.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
158.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
155.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
155.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
154.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
153.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
152.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
152.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
152.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
149.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
147.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
142.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
138.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
136.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
135.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
135.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
134.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
133.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
133.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
131.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
131.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
130.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
130.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
129.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
129.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
129.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
129.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
126.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
125.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
124.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
124.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
122.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
119.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
119.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
119.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
117.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
116.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
115.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
115.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
115.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
115.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
114.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
114.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
113.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
113.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
112.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
112.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
111.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
110.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
110.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
110.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
110.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
109.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
109.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
108.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
107.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
107.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
107.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
106.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
106.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
105.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
105.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
104.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
103.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
103.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
102.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
101.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
101.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
100.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
100.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
100.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
99.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
99.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
99.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
98.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
98.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
98.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
98.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
98.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
97.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
96.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
96.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
95.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
95.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
94.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
94.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
94.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
93.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
93.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
93.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
92.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
92.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
92.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
92.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
91.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
91.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
91.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
91.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
91.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
91.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
90.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
90.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
90.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
89.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
89.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
89.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
89.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
87.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
87.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
86.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
86.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
86.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
85.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
85.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
85.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
85.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
84.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
84.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
84.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
84.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
83.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
83.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
83.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
83.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
82.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
82.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
82.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
82.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
82.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
81.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
81.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
80.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
80.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
79.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
78.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
78.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
78.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
77.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
77.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
77.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
77.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
77.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
77.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
77.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
76.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
76.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
76.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
76.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
76.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
75.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
75.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
75.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
75.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
75.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
75.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
74.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
74.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
74.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
74.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
74.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
74.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
74.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
74.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
74.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
74.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
73.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
73.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
73.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
73.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
72.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
72.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
72.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
72.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
72.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
72.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
72.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
71.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
71.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
71.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
71.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
71.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
70.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
70.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
70.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
70.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
70.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
70.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
70.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
70.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
69.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
69.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
69.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
69.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
69.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
68.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
68.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
67.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
67.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
67.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
67.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
67.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
66.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
66.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
66.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
66.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
66.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
66.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
66.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
66.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
65.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
65.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
65.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
64.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
64.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
64.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
63.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
63.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
63.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
63.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
63.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
63.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
62.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
62.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
62.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
62.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
62.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
62.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
61.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
61.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
61.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
61.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
61.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
61.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
60.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
60.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
60.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
60.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
60.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
60.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
60.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
60.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
59.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
59.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
59.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
59.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
59.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
59.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
59.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
58.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
58.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
58.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
58.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
58.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
58.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
58.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
58.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
58.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
57.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
57.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
57.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
56.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
56.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
56.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
56.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
56.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
56.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
56.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
56.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
56.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
56.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
55.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
55.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
55.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
55.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
55.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
55.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
55.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
54.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
54.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
54.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
54.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
54.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
54.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
54.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
54.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
54.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
53.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
53.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
53.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
52.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
52.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
52.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
52.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
52.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
52.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
52.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
52.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
52.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
51.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
51.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
51.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
51.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
51.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
51.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
51.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
50.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
50.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
50.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
50.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
49.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
49.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
49.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
49.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
49.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
49.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
48.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
48.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
48.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
48.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
48.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
47.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
47.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
47.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
47.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
46.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
46.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
46.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
46.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
46.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
46.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
46.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
46.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
45.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
45.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
45.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
45.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
44.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
44.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
44.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
44.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
44.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
44.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
44.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
44.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
44.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
43.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
43.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
42.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
42.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
42.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
42.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
42.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
41.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
41.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
41.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
41.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
41.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
40.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
40.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
40.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
40.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
40.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
40.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
40.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
40.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
40.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
40.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
39.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
39.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
39.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
38.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
38.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
38.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
38.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
37.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
37.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
37.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
37.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
37.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
37.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
36.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
36.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
35.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
35.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
34.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
34.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
33.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
33.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
33.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
32.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
32.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
32.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
31.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
31.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
31.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
31.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
30.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
30.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
29.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
27.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
27.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
26.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
26.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
23.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
20.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
17.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
7.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
0.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
MZT2A is potential prognostic, high expression is unfavorable 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
132.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
486.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
376.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
367.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
355.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
352.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
305.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
290.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
279.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
256.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
253.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
249.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
243.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
226.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
225.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
222.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
221.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
200.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
186.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
185.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
185.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
181.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
181.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
179.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
173.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
169.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
166.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
164.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
160.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
149.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
137.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
137.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
137.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
135.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
134.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
134.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
134.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
132.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
131.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
131.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
130.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
130.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
116.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
114.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
113.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
113.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
112.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
109.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
109.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
108.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
107.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
106.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
103.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
101.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
101.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
100.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
99.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
99.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
97.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
95.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
94.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
92.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
92.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
91.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
91.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
88.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
87.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
86.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
86.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
84.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
81.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
80.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
79.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
79.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
77.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
77.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
75.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
74.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
72.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
72.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
70.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
69.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
69.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
65.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
65.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
64.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
63.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
62.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
62.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
62.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
57.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
57.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
53.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
47.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
40.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
38.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MZT2A 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
60.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
337.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
305.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
288.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
267.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
222.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
216.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
210.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
207.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
192.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
174.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
155.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
154.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
144.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
138.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
133.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
132.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
131.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
129.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
129.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
123.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
117.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
116.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
116.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
111.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
111.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
110.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
109.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
108.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
108.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
108.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
107.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
107.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
105.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
104.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
104.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
103.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
103.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
102.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
102.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
102.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
100.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
100.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
99.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
98.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
98.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
96.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
96.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
94.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
93.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
93.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
93.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
91.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
91.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
89.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
89.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
88.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
87.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
86.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
86.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
86.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
86.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
85.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
84.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
83.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
83.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
83.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
83.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
82.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
81.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
80.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
80.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
80.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
79.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
79.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
79.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
78.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
77.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
77.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
77.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
77.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
76.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
76.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
75.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
75.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
75.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
74.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
74.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
73.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
73.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
73.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
73.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
73.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
72.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
72.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
71.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
70.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
70.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
70.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
69.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
69.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
68.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
68.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
68.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
68.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
68.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
67.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
67.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
66.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
66.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
65.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
65.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
65.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
65.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
64.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
64.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
63.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
63.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
62.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
62.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
61.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
60.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
59.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
59.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
59.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
58.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
58.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
58.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
57.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
57.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
57.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
56.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
56.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
55.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
55.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
55.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
55.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
55.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
54.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
54.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
54.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
52.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
51.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
51.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
51.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
50.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
50.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
49.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
49.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
49.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
48.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
48.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
47.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
47.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
46.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
45.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
45.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
45.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
44.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
44.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
43.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
42.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
42.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
42.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
41.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
41.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
41.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
40.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
40.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
40.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
40.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
40.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
40.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
39.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
38.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
37.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
36.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
36.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
36.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
35.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
35.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
34.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
34.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
34.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
34.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
32.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
32.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
31.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
31.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
31.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
31.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
30.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
30.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
29.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
28.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
28.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
25.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
25.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
24.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
24.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
22.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
20.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
18.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
14.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
13.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
6.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
