We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
NENF 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
26.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
131.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
92.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
81.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
58.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
51.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
51.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
50.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
45.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
44.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
43.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
43.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
43.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
42.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
40.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
40.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
39.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
38.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
36.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
35.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
29.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
27.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
27.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
27.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
25.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
23.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
22.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
22.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
14.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
NENF is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
52.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
186.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
180.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
168.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
167.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
162.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
155.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
155.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
143.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
142.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
140.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
140.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
131.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
124.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
123.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
121.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
117.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
113.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
112.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
111.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
111.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
111.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
111.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
111.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
110.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
108.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
107.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
105.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
102.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
102.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
101.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
98.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
98.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
97.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
97.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
97.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
95.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
93.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
93.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
93.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
92.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
92.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
92.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
91.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
90.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
90.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
89.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
89.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
89.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
89.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
88.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
88.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
88.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
87.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
87.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
86.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
86.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
85.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
85.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
85.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
84.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
84.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
84.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
84.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
83.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
83.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
82.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
82.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
81.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
81.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
81.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
79.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
79.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
79.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
79.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
79.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
78.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
78.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
78.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
78.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
77.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
77.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
77.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
77.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
77.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
76.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
76.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
75.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
75.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
74.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
74.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
74.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
73.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
73.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
73.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
73.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
73.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
72.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
72.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
72.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
72.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
72.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
71.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
71.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
71.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
71.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
70.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
69.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
69.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
69.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
69.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
69.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
69.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
68.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
68.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
68.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
68.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
67.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
67.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
67.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
67.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
67.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
66.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
66.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
66.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
66.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
66.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
65.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
65.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
65.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
65.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
65.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
65.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
64.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
64.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
64.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
63.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
63.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
63.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
63.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
62.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
62.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
62.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
62.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
62.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
62.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
62.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
61.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
61.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
61.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
60.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
60.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
60.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
60.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
60.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
60.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
60.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
60.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
60.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
60.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
59.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
59.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
59.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
59.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
59.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
59.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
59.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
58.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
58.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
58.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
58.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
58.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
58.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
57.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
57.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
57.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
57.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
57.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
57.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
57.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
57.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
57.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
56.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
56.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
56.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
56.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
56.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
56.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
56.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
56.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
55.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
55.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
55.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
55.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
54.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
54.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
54.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
54.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
54.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
54.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
54.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
54.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
53.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
53.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
53.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
53.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
52.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
52.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
52.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
52.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
52.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
52.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
52.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
52.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
51.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
51.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
51.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
51.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
51.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
51.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
51.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
50.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
50.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
50.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
50.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
50.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
50.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
49.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
49.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
49.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
49.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
49.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
48.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
48.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
48.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
48.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
47.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
47.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
47.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
47.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
47.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
47.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
46.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
46.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
45.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
45.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
45.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
45.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
45.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
45.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
45.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
45.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
45.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
44.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
44.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
44.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
44.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
44.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
44.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
43.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
43.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
43.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
43.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
43.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
43.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
43.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
43.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
43.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
43.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
43.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
43.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
42.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
42.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
42.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
42.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
42.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
42.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
42.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
42.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
42.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
42.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
42.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
41.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
41.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
41.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
41.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
41.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
40.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
40.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
40.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
40.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
40.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
40.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
40.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
40.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
40.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
40.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
40.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
40.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
40.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
39.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
39.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
39.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
39.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
39.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
39.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
39.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
39.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
39.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
38.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
38.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
38.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
38.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
38.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
38.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
38.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
38.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
37.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
37.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
37.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
37.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
37.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
37.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
37.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
37.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
36.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
36.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
36.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
36.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
36.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
36.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
36.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
36.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
36.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
36.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
35.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
35.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
35.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
35.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
35.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
35.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
35.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
34.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
34.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
34.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
34.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
34.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
34.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
33.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
33.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
33.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
33.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
33.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
32.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
32.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
32.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
32.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
32.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
32.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
32.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
31.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
31.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
31.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
31.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
31.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
30.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
30.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
30.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
29.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
29.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
29.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
29.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
29.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
29.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
28.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
28.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
28.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
27.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
26.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
26.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
26.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
25.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
24.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
23.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
23.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
22.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
22.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
20.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
19.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
19.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 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.
NENF is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
73.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
143.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
140.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
140.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
131.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
116.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
112.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
106.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
106.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
104.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
104.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
103.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
103.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
97.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
95.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
94.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
93.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
92.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
91.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
91.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
90.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
90.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
90.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
88.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
86.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
85.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
84.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
83.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
79.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
76.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
76.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
76.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
76.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
75.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
74.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
74.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
74.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
74.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
72.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
71.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
70.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
70.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
70.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
70.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
70.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
69.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
69.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
68.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
67.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
67.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
67.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
67.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
66.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
66.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
66.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
66.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
66.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
65.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
64.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
64.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
63.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
63.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
63.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
63.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
62.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
61.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
61.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
61.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
61.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
61.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
61.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
60.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
60.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
59.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
58.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
58.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
58.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
58.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
55.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
54.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
53.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
53.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
53.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
51.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
51.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
50.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
48.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
48.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
47.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
46.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
46.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
45.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
43.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
41.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NENF 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
68.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
296.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
207.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
205.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
202.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
201.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
188.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
181.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
180.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
180.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
176.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
175.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
166.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
163.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
159.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
155.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
145.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
140.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
135.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
132.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
129.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
128.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
127.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
125.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
124.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
124.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
124.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
123.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
122.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
121.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
121.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
119.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
118.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
113.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
112.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
111.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
110.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
109.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
109.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
107.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
107.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
106.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
106.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
106.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
105.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
102.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
101.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
101.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
100.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
100.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
100.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
99.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
98.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
97.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
96.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
96.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
95.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
95.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
93.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
93.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
92.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
92.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
92.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
92.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
90.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
90.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
90.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
90.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
90.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
88.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
87.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
87.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
87.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
86.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
85.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
85.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
85.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
85.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
84.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
83.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
83.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
82.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
82.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
82.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
82.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
82.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
80.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
80.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
80.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
80.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
79.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
79.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
79.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
79.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
79.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
77.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
77.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
76.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
75.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
75.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
75.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
75.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
74.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
74.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
73.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
73.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
73.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
73.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
72.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
72.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
72.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
72.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
72.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
72.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
70.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
70.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
70.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
70.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
70.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
70.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
69.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
69.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
69.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
69.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
69.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
69.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
69.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
69.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
69.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
68.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
68.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
67.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
66.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
66.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
66.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
66.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
66.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
65.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
65.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
65.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
65.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
65.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
64.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
64.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
64.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
64.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
64.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
63.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
62.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
61.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
61.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
61.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
60.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
60.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
60.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
60.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
60.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
60.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
59.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
58.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
58.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
58.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
58.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
58.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
58.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
57.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
57.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
57.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
57.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
56.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
56.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
55.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
55.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
55.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
55.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
54.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
54.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
54.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
54.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
54.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
53.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
53.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
52.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
52.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
52.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
51.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
51.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
51.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
50.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
50.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
50.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
50.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
50.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
50.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
49.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
49.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
48.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
48.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
47.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
47.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
47.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
46.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
46.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
46.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
46.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
45.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
45.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
45.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
44.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
44.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
44.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
44.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
43.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
43.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
40.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
39.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
39.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
38.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
38.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
37.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
37.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
37.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
36.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
34.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
32.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
30.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
30.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
27.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
22.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025110003
Tumor
0.9
CPT0002350011
Tumor
0.9
CPT0086950003
Tumor
0.9
CPT0092800003
Normal
0.8
CPT0088550004
Tumor
0.8
CPT0092740003
Normal
0.7
CPT0000890001
Normal
0.7
CPT0086830003
Normal
0.6
CPT0079270003
Tumor
0.6
CPT0000660001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0026420001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0082010001
Normal
0.5
CPT0024680001
Normal
0.5
CPT0010120001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0079000001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0012770003
Normal
0.4
CPT0012570003
Normal
0.4
CPT0023360001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0020130001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0066430001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0078670001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0023350003
Tumor
0.4
CPT0018250001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0025880003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0084560003
Tumor
0.3
CPT0077140001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0086370003
Normal
0.3
CPT0075170001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0078830003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0023710001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0007870001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0069160003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0088640003
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0092790003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0066470004
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0009060003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0012670003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0063320003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0088970003
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0079180003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0025580004
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0014450004
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0015810003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0000780007
Tumor
-0.7
CPT0015910003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0078660003
Tumor
-1.1
Show allShow less
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
