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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.
NOMO2 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
53.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
186.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
144.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
144.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
142.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
142.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
128.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
117.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
114.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
112.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
105.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
92.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
89.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
88.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
88.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
87.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
84.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
80.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
77.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
76.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
74.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
73.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
73.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
71.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
69.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
66.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
66.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
65.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
64.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
64.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
63.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
63.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
56.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
56.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
55.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
47.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
46.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
46.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
46.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
44.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
44.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
43.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
32.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
NOMO2 is validated prognostic, high expression is unfavorable 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
76.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
373.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
340.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
250.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
234.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
232.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
222.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
216.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
187.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
180.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
180.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
177.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
177.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
176.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
170.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
170.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
169.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
165.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
164.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
161.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
152.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
151.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
148.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
147.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
145.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
140.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
139.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
134.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
134.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
133.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
133.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
132.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
132.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
132.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
131.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
131.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
130.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
130.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
129.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
129.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
128.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
127.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
127.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
126.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
126.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
125.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
125.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
124.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
123.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
122.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
122.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
121.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
121.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
117.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
116.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
116.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
115.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
115.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
113.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
112.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
112.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
112.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
111.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
111.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
110.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
110.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
110.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
109.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
109.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
109.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
108.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
108.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
108.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
108.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
108.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
107.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
107.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
106.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
106.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
106.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
106.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
105.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
105.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
105.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
105.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
105.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
105.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
104.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
103.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
103.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
102.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
102.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
102.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
102.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
102.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
102.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
101.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
101.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
100.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
100.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
99.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
99.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
99.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
98.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
98.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
98.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
98.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
98.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
97.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
97.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
96.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
96.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
95.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
95.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
95.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
94.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
94.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
94.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
94.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
94.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
93.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
93.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
92.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
92.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
91.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
91.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
91.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
91.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
91.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
91.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
90.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
90.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
90.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
90.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
90.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
90.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
89.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
89.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
88.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
88.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
88.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
88.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
88.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
88.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
87.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
87.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
87.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
87.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
87.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
86.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
86.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
85.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
85.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
85.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
85.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
85.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
85.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
84.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
84.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
83.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
83.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
82.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
82.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
82.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
82.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
82.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
82.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
82.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
82.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
81.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
81.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
80.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
80.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
80.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
79.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
79.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
79.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
79.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
79.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
79.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
79.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
79.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
79.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
79.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
79.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
78.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
78.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
78.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
78.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
78.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
78.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
78.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
78.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
77.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
77.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
77.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
77.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
77.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
77.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
77.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
76.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
76.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
76.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
76.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
76.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
75.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
75.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
75.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
75.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
75.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
74.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
74.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
74.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
74.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
74.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
74.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
73.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
73.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
73.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
73.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
73.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
73.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
73.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
72.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
72.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
72.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
72.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
72.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
72.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
72.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
72.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
71.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
71.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
71.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
71.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
71.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
71.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
71.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
71.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
71.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
70.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
70.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
70.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
70.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
70.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
70.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
70.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
70.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
69.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
69.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
69.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
69.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
69.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
69.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
69.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
69.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
68.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
68.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
68.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
68.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
68.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
68.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
67.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
67.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
67.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
67.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
67.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
67.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
66.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
66.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
66.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
66.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
66.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
66.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
66.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
66.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
66.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
65.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
65.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
65.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
65.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
65.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
65.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
65.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
65.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
64.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
64.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
64.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
64.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
64.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
64.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
64.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
64.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
64.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
63.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
63.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
63.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
63.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
63.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
63.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
63.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
63.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
63.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
63.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
62.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
62.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
62.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
62.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
62.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
62.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
62.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
61.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
61.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
61.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
61.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
61.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
61.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
61.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
61.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
61.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
61.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
61.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
61.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
61.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
60.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
60.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
60.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
60.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
60.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
60.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
60.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
60.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
60.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
60.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
60.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
60.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
59.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
59.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
59.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
59.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
59.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
59.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
58.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
58.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
58.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
58.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
58.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
58.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
58.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
57.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
57.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
57.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
57.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
57.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
56.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
56.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
56.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
56.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
56.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
56.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
56.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
56.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
56.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
55.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
55.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
55.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
55.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
55.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
55.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
55.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
55.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
55.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
55.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
55.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
55.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
55.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
55.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
55.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
55.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
55.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
54.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
54.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
54.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
54.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
54.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
54.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
54.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
54.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
54.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
54.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
53.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
53.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
53.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
53.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
53.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
53.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
53.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
52.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
52.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
52.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
52.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
52.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
51.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
51.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
51.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
51.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
51.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
51.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
51.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
50.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
50.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
50.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
50.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
50.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
50.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
49.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
49.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
49.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
49.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
48.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
48.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
48.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
48.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
48.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
48.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
48.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
47.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
47.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
47.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
47.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
46.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
46.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
46.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
46.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
46.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
46.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
46.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
45.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
45.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
45.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
45.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
45.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
45.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
45.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
45.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
44.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
44.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
44.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
44.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
44.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
43.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
43.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
43.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
43.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
43.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
42.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
42.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
42.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
41.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
41.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
40.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
40.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
40.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
40.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
40.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
40.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
39.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
39.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
39.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
38.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
38.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
37.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
36.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
36.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
35.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
35.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
35.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
35.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
35.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
34.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
34.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
33.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
32.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
32.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
32.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
32.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
31.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
31.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
27.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.9
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.
NOMO2 is validated 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
76.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
249.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
235.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
227.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
207.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
198.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
190.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
166.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
136.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
135.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
131.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
130.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
125.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
124.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
119.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
116.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
102.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
102.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
100.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
99.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
98.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
96.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
96.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
94.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
91.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
90.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
88.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
86.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
85.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
84.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
83.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
81.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
80.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
80.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
80.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
76.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
76.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
74.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
71.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
70.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
69.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
68.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
68.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
67.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
66.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
66.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
65.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
64.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
63.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
63.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
63.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
61.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
60.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
58.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
57.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
56.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
56.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
55.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
54.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
54.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
53.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
52.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
52.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
49.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
48.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
47.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
47.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
45.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
45.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
44.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
44.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
43.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
43.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
42.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
40.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
38.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
38.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
36.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
32.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
31.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
30.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 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.
NOMO2 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
76.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
285.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
279.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
248.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
218.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
215.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
210.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
188.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
185.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
183.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
175.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
174.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
171.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
171.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
162.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
157.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
155.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
155.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
154.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
153.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
152.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
151.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
149.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
148.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
146.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
146.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
144.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
143.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
141.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
140.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
140.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
140.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
140.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
140.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
139.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
139.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
138.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
135.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
135.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
134.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
134.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
134.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
133.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
133.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
132.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
131.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
131.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
131.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
126.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
126.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
124.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
123.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
123.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
123.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
123.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
122.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
121.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
120.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
120.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
117.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
116.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
114.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
113.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
112.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
112.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
112.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
110.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
110.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
110.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
109.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
109.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
109.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
107.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
107.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
106.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
105.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
105.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
104.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
104.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
103.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
102.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
101.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
101.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
101.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
100.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
100.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
100.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
100.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
99.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
99.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
99.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
98.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
98.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
97.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
97.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
97.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
97.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
96.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
96.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
95.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
95.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
94.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
94.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
94.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
93.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
93.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
93.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
92.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
91.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
90.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
90.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
90.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
90.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
89.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
87.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
87.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
87.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
87.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
87.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
87.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
86.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
85.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
84.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
84.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
84.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
83.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
83.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
83.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
83.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
83.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
83.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
82.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
82.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
82.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
82.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
81.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
81.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
80.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
80.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
80.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
79.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
79.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
79.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
78.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
78.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
78.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
78.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
77.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
77.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
76.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
76.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
76.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
75.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
75.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
75.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
74.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
74.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
73.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
73.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
73.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
73.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
73.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
73.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
72.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
71.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
71.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
70.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
70.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
70.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
70.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
70.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
70.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
69.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
69.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
68.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
67.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
66.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
66.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
66.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
66.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
66.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
66.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
64.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
64.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
63.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
63.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
63.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
63.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
62.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
62.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
61.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
60.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
60.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
57.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
57.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
55.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
54.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
53.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
52.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
52.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
51.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
49.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
49.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
47.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
46.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
43.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
43.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
30.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.3
CPT0023350003
Tumor
1.0
CPT0012550003
Tumor
0.6
CPT0088550004
Tumor
0.6
CPT0069160003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0088690003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0012280003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0001180009
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0010170001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0066430001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0023360001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0088630003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0012770003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0021240003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0077320001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0079510001
Normal
-0.3
CPT0000780007
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0088900003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0012920003
Normal
-0.4
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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
