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.
NDUFS7 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
232.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
458.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
457.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
407.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
353.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
352.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
348.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
340.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
338.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
329.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
329.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
318.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
306.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
303.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
290.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
289.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
289.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
285.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
282.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
280.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
271.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
270.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
270.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
269.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
266.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
253.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
251.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
250.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
247.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
247.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
245.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
242.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
240.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
233.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
229.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
227.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
223.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
221.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
220.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
217.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
214.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
211.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
204.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
199.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
197.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
197.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
193.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
192.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
182.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
177.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
176.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
173.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
164.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
162.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
160.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
149.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
145.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
143.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
121.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
120.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
116.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
5.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
NDUFS7 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
78.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
357.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
297.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
259.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
197.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
193.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
187.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
182.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
182.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
177.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
172.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
169.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
166.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
159.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
153.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
146.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
146.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
144.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
143.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
143.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
143.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
138.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
138.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
138.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
137.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
137.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
137.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
136.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
135.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
132.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
132.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
132.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
132.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
131.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
131.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
130.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
129.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
129.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
129.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
125.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
125.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
124.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
124.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
123.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
123.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
122.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
121.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
121.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
121.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
120.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
120.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
120.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
119.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
119.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
119.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
118.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
118.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
117.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
117.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
116.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
116.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
115.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
115.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
113.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
112.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
112.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
111.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
111.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
110.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
110.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
109.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
109.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
109.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
108.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
107.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
107.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
106.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
106.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
106.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
106.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
105.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
105.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
105.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
104.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
104.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
104.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
104.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
103.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
103.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
103.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
102.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
102.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
101.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
100.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
100.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
100.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
100.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
100.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
99.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
99.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
99.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
99.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
99.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
99.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
98.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
97.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
97.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
97.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
97.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
97.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
96.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
96.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
96.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
96.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
95.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
95.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
95.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
95.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
94.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
94.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
94.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
94.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
94.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
94.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
93.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
92.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
92.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
91.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
91.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
91.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
91.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
91.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
91.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
91.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
90.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
90.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
90.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
90.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
90.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
90.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
90.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
89.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
89.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
89.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
89.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
89.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
89.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
89.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
88.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
88.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
88.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
88.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
87.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
87.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
87.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
87.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
86.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
86.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
86.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
86.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
86.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
85.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
85.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
85.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
85.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
85.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
85.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
84.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
84.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
84.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
84.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
84.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
84.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
84.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
83.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
83.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
83.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
83.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
83.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
83.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
83.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
83.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
83.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
82.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
82.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
82.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
81.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
81.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
81.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
81.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
80.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
80.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
80.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
80.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
80.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
80.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
80.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
80.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
80.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
79.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
78.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
78.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
78.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
78.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
78.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
78.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
77.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
77.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
77.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
77.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
77.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
77.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
76.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
76.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
75.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
75.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
75.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
75.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
75.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
75.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
75.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
74.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
74.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
74.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
74.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
73.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
73.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
73.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
73.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
73.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
73.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
73.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
73.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
73.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
73.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
73.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
73.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
72.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
72.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
72.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
72.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
72.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
72.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
72.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
72.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
71.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
71.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
71.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
71.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
71.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
71.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
71.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
71.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
71.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
71.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
70.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
70.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
70.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
70.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
70.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
70.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
70.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
69.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
69.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
69.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
69.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
69.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
69.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
69.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
68.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
68.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
68.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
68.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
68.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
68.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
68.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
68.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
68.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
68.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
68.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
68.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
68.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
68.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
68.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
68.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
67.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
67.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
67.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
67.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
67.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
66.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
66.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
66.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
66.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
66.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
66.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
66.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
66.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
66.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
66.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
65.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
65.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
65.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
65.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
65.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
65.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
65.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
64.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
64.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
64.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
64.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
64.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
64.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
64.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
63.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
63.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
63.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
63.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
63.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
63.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
63.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
63.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
63.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
63.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
62.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
62.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
62.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
62.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
62.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
62.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
62.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
62.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
62.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
62.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
62.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
61.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
61.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
61.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
61.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
61.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
61.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
61.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
61.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
61.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
60.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
60.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
60.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
60.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
60.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
60.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
60.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
60.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
60.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
60.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
60.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
59.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
59.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
59.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
59.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
59.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
59.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
59.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
59.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
59.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
59.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
58.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
58.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
58.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
58.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
58.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
58.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
58.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
58.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
58.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
58.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
58.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
58.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
57.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
57.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
57.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
57.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
56.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
56.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
56.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
56.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
56.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
56.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
56.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
56.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
56.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
56.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
56.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
56.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
56.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
55.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
55.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
55.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
55.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
55.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
55.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
55.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
55.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
54.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
54.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
54.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
54.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
54.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
54.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
54.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
54.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
54.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
53.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
53.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
53.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
53.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
53.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
53.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
53.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
52.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
52.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
52.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
52.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
52.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
52.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
51.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
51.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
51.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
51.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
51.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
51.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
51.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
50.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
50.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
50.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
50.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
50.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
50.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
50.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
50.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
49.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
49.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
49.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
49.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
49.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
49.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
49.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
49.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
48.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
47.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
47.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
47.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
47.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
47.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
47.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
47.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
46.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
46.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
46.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
45.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
45.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
45.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
44.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
44.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
44.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
43.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
43.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
42.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
42.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
42.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
41.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
41.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
40.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
40.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
40.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
40.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
39.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
39.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
37.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
37.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
36.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
36.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
34.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
32.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
24.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
0.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFS7 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
74.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
157.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
155.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
154.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
137.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
133.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
124.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
124.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
116.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
113.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
111.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
110.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
105.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
101.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
100.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
98.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
98.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
95.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
92.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
91.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
91.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
90.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
89.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
88.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
88.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
87.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
86.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
85.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
84.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
83.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
83.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
82.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
81.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
81.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
80.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
79.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
78.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
76.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
76.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
74.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
74.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
74.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
73.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
73.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
73.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
73.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
72.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
71.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
71.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
70.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
70.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
70.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
69.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
69.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
68.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
68.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
67.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
67.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
67.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
66.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
65.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
65.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
65.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
65.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
64.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
64.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
63.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
63.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
61.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
60.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
59.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
59.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
59.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
58.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
58.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
58.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
57.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
56.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
55.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
55.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
54.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
54.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
54.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
52.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
52.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
46.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
41.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
40.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
22.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
15.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFS7 is potential prognostic, high expression is favorable 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
138.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
412.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
390.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
339.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
323.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
308.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
291.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
281.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
272.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
263.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
261.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
252.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
241.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
240.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
238.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
237.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
236.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
236.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
233.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
232.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
230.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
225.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
225.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
223.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
222.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
220.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
218.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
216.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
215.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
213.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
212.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
210.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
209.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
208.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
206.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
206.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
206.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
204.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
203.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
202.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
199.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
199.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
199.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
198.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
198.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
198.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
197.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
196.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
196.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
195.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
195.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
194.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
194.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
193.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
192.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
192.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
191.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
189.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
188.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
188.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
187.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
187.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
187.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
185.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
185.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
184.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
183.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
182.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
181.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
180.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
179.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
179.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
179.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
178.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
178.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
175.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
174.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
174.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
174.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
174.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
174.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
173.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
172.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
172.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
172.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
171.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
170.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
170.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
169.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
169.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
168.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
168.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
167.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
167.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
166.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
165.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
165.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
164.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
163.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
163.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
162.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
162.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
162.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
161.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
160.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
160.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
159.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
159.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
158.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
158.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
158.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
158.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
157.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
157.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
157.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
156.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
156.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
156.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
155.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
155.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
155.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
154.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
154.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
153.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
153.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
151.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
151.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
150.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
149.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
149.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
148.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
148.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
148.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
148.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
148.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
147.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
147.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
146.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
146.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
144.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
143.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
142.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
142.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
142.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
141.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
141.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
141.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
141.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
140.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
140.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
140.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
139.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
139.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
139.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
138.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
138.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
138.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
138.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
138.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
138.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
138.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
137.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
137.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
135.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
134.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
134.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
132.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
132.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
132.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
132.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
131.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
129.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
129.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
129.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
128.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
128.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
128.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
127.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
127.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
127.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
127.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
126.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
126.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
125.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
125.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
124.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
124.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
123.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
121.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
121.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
121.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
120.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
120.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
120.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
120.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
117.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
117.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
116.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
116.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
114.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
111.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
111.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
111.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
110.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
108.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
107.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
106.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
106.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
104.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
101.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
101.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
101.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
96.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
96.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
96.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
96.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
95.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
95.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
95.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
94.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
93.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
92.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
90.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
90.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
88.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
88.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
88.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
87.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
87.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
87.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
85.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
85.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
85.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
84.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
83.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
82.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
81.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
79.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
73.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
72.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
72.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
72.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
71.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
70.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
65.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
57.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
55.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
44.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
44.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
34.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
5.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
2.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
2.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006950001
Normal
1.1
CPT0012770003
Normal
1.0
CPT0089480003
Normal
1.0
CPT0077140001
Normal
1.0
CPT0000790001
Normal
1.0
CPT0069010001
Normal
1.0
CPT0092740003
Normal
1.0
CPT0065450001
Normal
1.0
CPT0012570003
Normal
1.0
CPT0079430001
Normal
0.9
CPT0025610001
Normal
0.9
CPT0081620001
Normal
0.9
CPT0009080003
Normal
0.9
CPT0079000001
Normal
0.9
CPT0064400001
Normal
0.9
CPT0066430001
Normal
0.9
CPT0012090003
Normal
0.9
CPT0092800003
Normal
0.9
CPT0088640003
Normal
0.9
CPT0087050003
Normal
0.9
CPT0007870001
Normal
0.9
CPT0076350001
Normal
0.8
CPT0092310003
Normal
0.8
CPT0078940001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0020020001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0025920001
Normal
0.8
CPT0078840001
Normal
0.8
CPT0089040001
Normal
0.8
CPT0078670001
Normal
0.8
CPT0088920001
Normal
0.8
CPT0086890003
Normal
0.8
CPT0088780001
Normal
0.8
CPT0088500001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0017450001
Normal
0.7
CPT0082010001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0006730001
Normal
0.7
CPT0009020003
Normal
0.7
CPT0026420001
Normal
0.7
CPT0020130001
Normal
0.7
CPT0086970003
Normal
0.7
CPT0014130001
Normal
0.7
CPT0014350001
Normal
0.6
CPT0001550001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0086830003
Normal
0.6
CPT0013790003
Normal
0.6
CPT0000890001
Normal
0.6
CPT0069190001
Normal
0.6
CPT0001230001
Normal
0.6
CPT0024680001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0001510001
Normal
0.5
CPT0012640003
Normal
0.5
CPT0088570001
Normal
0.5
CPT0002370001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0079300001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0012290003
Normal
0.4
CPT0018250001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0012920003
Normal
0.3
CPT0000660001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0014470001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0088970003
Tumor
0.1
CPT0079180003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0010120001
Normal
-0.2
CPT0092190003
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0001270001
Normal
-0.4
CPT0084590001
Normal
-0.5
CPT0077320001
Normal
-0.6
CPT0025170003
Tumor
-0.6
CPT0011410003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0015730003
Tumor
-0.8
CPT0012180003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0063630003
Tumor
-0.8
CPT0012280003
Tumor
-0.8
CPT0077310003
Tumor
-0.8
CPT0019130003
Tumor
-0.9
CPT0002350011
Tumor
-0.9
CPT0025880003
Tumor
-0.9
CPT0020120003
Tumor
-0.9
CPT0017410003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0012670003
Tumor
-0.9
CPT0075560003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0014450004
Tumor
-0.9
CPT0064370003
Tumor
-0.9
CPT0000870016
Tumor
-0.9
CPT0087040003
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0007320003
Tumor
-1.0
CPT0086360003
Tumor
-1.0
CPT0088760003
Tumor
-1.0
CPT0075720003
Tumor
-1.0
CPT0021240003
Tumor
-1.0
CPT0076330003
Tumor
-1.0
CPT0065810003
Tumor
-1.0
CPT0001500009
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0012080003
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0079270003
Tumor
-1.1
CPT0075130003
Tumor
-1.1
CPT0023350003
Tumor
-1.1
CPT0011240003
Tumor
-1.1
CPT0001220008
Tumor
-1.1
CPT0069000003
Tumor
-1.1
CPT0024670003
Tumor
-1.1
CPT0019990003
Tumor
-1.1
CPT0066470004
Tumor
-1.2
CPT0010110003
Tumor
-1.2
CPT0077110003
Tumor
-1.2
CPT0014160003
Tumor
-1.2
CPT0065430003
Tumor
-1.2
CPT0007860003
Tumor
-1.2
CPT0078830003
Tumor
-1.2
CPT0086820003
Tumor
-1.2
CPT0012900004
Tumor
-1.2
CPT0077490003
Tumor
-1.2
CPT0066480003
Tumor
-1.2
CPT0009060003
Tumor
-1.2
CPT0079410003
Tumor
-1.2
CPT0084560003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0089020003
Tumor
-1.2
CPT0001540009
Tumor
-1.2
CPT0026410003
Tumor
-1.2
CPT0078800003
Tumor
-1.2
CPT0010160003
Tumor
-1.3
CPT0001180009
Tumor
-1.3
CPT0078930003
Tumor
-1.3
CPT0065870003
Tumor
-1.3
CPT0015910003
Tumor
-1.3
CPT0063320003
Tumor
-1.3
CPT0092290003
Tumor
-1.3
CPT0065930003
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0025050003
Tumor
-1.4
CPT0012550003
Tumor
-1.4
CPT0078510003
Tumor
-1.4
CPT0001340003
Tumor
-1.4
CPT0025290003
Tumor
-1.4
CPT0000780007
Tumor
-1.4
CPT0009000003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0025110003
Tumor
-1.4
CPT0079480003
Tumor
-1.4
CPT0012370003
Tumor
-1.4
CPT0088900003
Tumor
-1.5
CPT0089460004
Tumor
-1.5
CPT0025350003
Tumor
-1.5
CPT0088630003
Tumor
-1.5
CPT0085670003
Tumor
-1.5
CPT0086950003
Tumor
-1.5
CPT0079230003
Tumor
-1.5
CPT0006440003
Tumor
-1.5
CPT0086870003
Tumor
-1.5
CPT0065750003
Tumor
-1.6
CPT0025580004
Tumor
-1.6
CPT0081990003
Tumor
-1.6
CPT0092790003
Tumor
-1.6
CPT0081600003
Tumor
-1.7
CPT0071150004
Tumor
-1.7
CPT0081880003
Tumor
-1.7
CPT0001260009
Tumor
-1.7
CPT0006900003
Tumor
-1.7
CPT0000640003
Tumor
-1.7
CPT0079380003
Tumor
-1.8
CPT0086030003
Tumor
-1.8
CPT0025230003
Tumor
-1.9
CPT0015810003
Tumor
-2.1
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.