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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFA12 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
224.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
435.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
364.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
356.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
345.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
339.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
333.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
320.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
312.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
300.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
300.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
292.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
284.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
281.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
278.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
276.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
266.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
265.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
249.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
245.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
245.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
243.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
243.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
240.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
239.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
237.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
237.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
231.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
230.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
229.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
227.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
215.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
214.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
209.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
209.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
207.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
206.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
206.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
204.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
199.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
197.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
196.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
195.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
195.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
195.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
194.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
190.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
188.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
188.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
185.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
185.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
172.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
171.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
166.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
164.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
160.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
158.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
157.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
156.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
147.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
122.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
121.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
119.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
96.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
NDUFA12 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
124.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
403.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
365.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
272.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
272.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
252.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
247.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
241.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
231.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
218.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
217.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
216.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
215.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
213.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
210.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
205.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
205.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
204.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
203.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
202.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
194.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
193.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
192.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
191.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
188.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
187.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
186.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
186.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
181.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
179.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
176.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
176.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
175.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
172.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
172.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
172.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
172.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
171.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
171.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
169.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
166.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
165.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
165.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
164.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
164.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
163.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
163.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
162.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
162.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
162.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
161.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
161.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
161.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
160.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
160.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
159.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
159.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
158.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
158.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
157.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
157.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
156.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
156.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
156.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
155.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
155.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
155.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
154.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
154.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
154.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
154.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
154.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
153.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
152.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
152.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
152.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
151.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
151.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
151.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
150.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
150.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
150.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
150.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
150.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
149.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
149.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
149.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
148.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
148.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
148.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
148.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
148.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
148.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
147.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
147.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
146.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
146.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
146.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
145.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
145.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
145.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
145.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
145.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
145.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
145.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
145.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
145.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
144.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
144.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
144.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
144.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
144.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
143.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
143.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
143.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
143.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
143.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
142.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
142.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
141.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
141.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
141.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
141.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
140.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
140.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
140.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
140.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
139.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
139.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
139.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
138.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
138.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
138.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
138.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
138.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
138.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
138.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
137.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
137.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
137.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
137.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
137.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
137.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
137.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
137.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
136.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
136.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
136.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
136.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
135.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
135.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
135.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
135.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
134.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
134.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
134.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
134.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
133.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
133.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
133.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
133.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
133.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
133.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
133.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
133.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
133.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
133.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
132.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
132.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
132.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
132.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
131.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
131.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
131.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
131.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
131.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
130.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
130.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
130.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
130.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
130.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
129.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
129.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
129.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
129.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
129.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
128.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
128.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
128.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
128.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
128.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
128.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
128.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
127.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
127.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
127.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
127.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
127.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
127.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
127.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
127.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
127.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
127.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
127.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
126.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
126.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
126.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
126.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
126.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
126.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
126.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
126.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
126.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
126.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
126.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
126.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
126.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
126.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
125.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
125.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
125.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
124.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
124.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
124.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
124.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
124.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
124.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
124.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
124.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
124.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
124.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
124.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
123.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
123.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
123.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
123.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
123.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
123.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
122.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
122.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
122.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
122.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
122.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
122.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
122.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
122.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
122.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
121.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
121.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
121.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
121.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
121.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
121.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
121.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
121.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
121.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
120.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
120.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
120.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
120.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
120.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
120.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
120.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
120.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
119.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
119.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
119.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
119.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
119.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
119.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
119.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
119.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
119.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
119.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
119.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
119.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
119.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
118.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
118.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
118.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
118.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
118.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
118.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
118.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
118.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
118.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
118.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
117.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
117.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
117.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
117.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
117.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
117.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
117.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
117.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
117.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
116.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
116.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
116.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
116.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
116.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
116.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
116.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
116.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
116.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
116.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
116.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
115.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
115.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
115.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
115.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
115.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
115.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
115.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
115.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
115.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
115.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
114.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
114.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
114.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
113.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
113.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
113.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
113.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
113.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
112.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
112.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
112.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
112.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
112.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
112.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
112.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
111.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
111.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
111.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
110.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
110.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
110.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
110.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
110.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
110.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
110.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
110.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
110.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
110.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
110.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
109.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
109.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
109.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
109.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
109.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
109.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
109.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
109.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
109.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
109.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
109.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
109.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
109.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
108.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
108.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
108.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
108.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
108.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
108.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
107.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
107.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
107.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
107.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
107.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
107.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
107.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
107.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
107.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
107.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
107.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
106.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
106.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
106.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
106.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
106.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
106.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
106.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
106.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
106.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
105.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
105.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
105.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
105.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
105.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
105.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
105.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
105.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
105.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
105.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
105.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
105.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
104.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
104.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
103.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
103.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
103.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
103.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
103.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
103.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
102.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
102.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
102.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
102.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
102.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
101.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
101.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
101.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
101.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
101.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
101.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
100.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
100.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
100.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
100.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
100.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
100.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
100.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
99.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
99.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
99.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
98.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
98.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
98.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
98.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
98.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
98.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
98.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
97.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
97.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
97.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
97.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
97.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
96.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
96.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
96.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
96.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
96.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
95.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
95.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
95.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
95.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
95.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
95.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
95.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
94.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
94.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
94.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
93.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
92.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
92.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
91.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
91.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
91.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
91.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
90.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
90.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
90.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
90.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
90.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
90.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
90.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
90.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
89.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
88.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
87.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
87.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
87.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
87.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
87.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
87.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
86.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
86.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
86.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
85.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
85.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
85.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
84.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
84.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
84.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
84.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
83.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
82.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
82.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
78.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
78.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
78.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
77.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
77.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
77.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
76.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
76.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
76.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
76.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
75.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
73.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
73.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
73.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
71.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
71.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
70.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
68.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
68.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
67.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
67.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
65.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
65.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
62.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
60.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
58.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
54.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
54.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
52.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
50.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
49.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
NDUFA12 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
122.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
190.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
190.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
184.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
182.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
169.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
167.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
159.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
159.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
159.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
159.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
157.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
157.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
156.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
154.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
154.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
151.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
149.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
145.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
145.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
141.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
137.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
136.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
136.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
135.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
135.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
135.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
134.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
134.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
133.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
131.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
130.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
130.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
130.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
129.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
129.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
127.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
127.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
125.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
125.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
125.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
123.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
123.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
122.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
122.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
121.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
121.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
121.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
120.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
120.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
119.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
118.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
117.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
117.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
116.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
115.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
115.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
115.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
115.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
114.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
114.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
113.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
112.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
112.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
110.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
110.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
109.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
109.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
109.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
109.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
108.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
108.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
107.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
107.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
106.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
105.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
104.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
104.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
102.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
101.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
100.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
100.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
100.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
99.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
98.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
97.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
97.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
96.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
95.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
95.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
94.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
93.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
93.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
92.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
91.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
88.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
88.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
88.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
88.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
NDUFA12 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
132.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
329.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
319.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
299.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
279.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
273.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
263.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
259.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
256.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
245.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
244.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
238.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
237.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
236.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
231.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
220.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
220.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
218.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
218.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
213.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
213.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
210.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
207.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
204.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
202.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
202.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
201.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
200.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
194.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
193.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
192.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
190.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
190.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
189.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
188.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
187.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
187.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
186.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
185.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
185.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
184.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
183.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
183.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
180.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
180.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
180.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
179.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
174.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
174.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
173.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
173.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
173.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
172.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
172.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
171.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
168.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
167.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
167.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
166.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
166.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
162.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
162.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
161.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
161.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
161.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
160.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
160.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
160.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
160.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
160.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
160.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
158.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
158.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
158.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
158.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
158.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
156.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
155.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
154.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
154.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
154.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
153.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
153.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
153.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
152.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
151.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
151.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
151.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
149.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
149.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
149.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
148.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
148.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
147.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
147.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
147.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
146.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
145.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
145.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
144.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
143.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
142.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
142.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
140.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
139.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
139.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
139.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
139.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
138.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
138.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
138.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
138.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
138.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
137.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
137.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
137.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
136.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
136.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
135.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
135.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
135.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
134.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
134.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
134.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
134.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
133.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
133.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
133.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
132.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
131.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
131.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
131.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
130.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
130.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
130.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
130.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
129.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
128.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
127.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
126.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
126.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
125.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
125.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
125.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
125.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
125.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
125.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
124.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
124.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
124.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
123.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
123.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
123.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
123.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
120.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
120.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
120.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
119.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
119.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
118.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
118.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
117.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
117.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
117.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
117.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
116.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
116.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
116.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
116.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
115.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
114.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
114.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
114.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
114.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
113.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
113.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
112.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
112.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
112.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
110.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
110.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
110.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
110.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
110.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
110.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
109.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
108.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
108.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
108.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
107.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
106.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
106.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
105.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
105.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
104.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
104.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
103.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
103.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
103.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
103.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
103.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
103.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
102.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
101.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
101.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
101.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
101.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
101.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
101.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
100.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
100.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
100.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
100.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
100.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
99.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
98.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
98.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
97.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
97.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
96.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
96.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
96.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
96.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
96.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
96.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
95.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
94.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
94.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
94.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
93.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
93.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
93.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
93.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
92.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
92.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
92.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
91.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
91.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
91.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
91.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
90.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
89.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
89.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
87.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
87.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
87.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
85.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
84.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
83.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
83.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
82.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
80.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
78.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
76.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
76.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
76.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
76.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
72.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
71.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
71.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
71.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
69.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
68.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
64.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
64.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
62.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
61.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
57.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
56.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
53.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
52.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
48.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
45.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
43.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
29.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065450001
Normal
1.1
CPT0012770003
Normal
1.0
CPT0069010001
Normal
1.0
CPT0009080003
Normal
1.0
CPT0077140001
Normal
1.0
CPT0000790001
Normal
0.9
CPT0079430001
Normal
0.9
CPT0079000001
Normal
0.9
CPT0006950001
Normal
0.9
CPT0066430001
Normal
0.9
CPT0092740003
Normal
0.9
CPT0012090003
Normal
0.9
CPT0077500001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0092310003
Normal
0.8
CPT0023710001
Normal
0.8
CPT0007870001
Normal
0.8
CPT0092800003
Normal
0.8
CPT0078840001
Normal
0.8
CPT0025060001
Normal
0.8
CPT0089040001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0025610001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0025920001
Normal
0.8
CPT0076350001
Normal
0.8
CPT0014350001
Normal
0.7
CPT0087050003
Normal
0.7
CPT0020130001
Normal
0.7
CPT0012640003
Normal
0.7
CPT0088920001
Normal
0.7
CPT0026420001
Normal
0.7
CPT0020020001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0064400001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0088500001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0001550001
Normal
0.7
CPT0006730001
Normal
0.6
CPT0024680001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0009020003
Normal
0.6
CPT0078940001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0001230001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0086830003
Normal
0.6
CPT0017450001
Normal
0.6
CPT0001510001
Normal
0.6
CPT0086970003
Normal
0.6
CPT0086370003
Normal
0.6
CPT0088710001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0013790003
Normal
0.5
CPT0069190001
Normal
0.5
CPT0079300001
Normal
0.5
CPT0066520001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0002370001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0088570001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0014470001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0079510001
Normal
0.1
CPT0088970003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0010120001
Normal
-0.2
CPT0001270001
Normal
-0.3
CPT0079180003
Tumor
-0.4
CPT0019990003
Tumor
-0.5
CPT0025170003
Tumor
-0.6
CPT0064370003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0078660003
Tumor
-0.6
CPT0066470004
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0063320003
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0078510003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0020120003
Tumor
-0.8
CPT0063630003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0077310003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0088550004
Tumor
-0.9
CPT0012280003
Tumor
-0.9
CPT0017850003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0081990003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0012550003
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0006900003
Tumor
-0.9
CPT0079270003
Tumor
-1.0
CPT0014450004
Tumor
-1.0
CPT0092160003
Tumor
-1.0
CPT0075720003
Tumor
-1.0
CPT0088690003
Tumor
-1.0
CPT0002350011
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0025880003
Tumor
-1.0
CPT0014160003
Tumor
-1.0
CPT0006630003
Tumor
-1.0
CPT0079480003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0069160003
Tumor
-1.1
CPT0086870003
Tumor
-1.1
CPT0088630003
Tumor
-1.1
CPT0066480003
Tumor
-1.1
CPT0012670003
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0012900004
Tumor
-1.1
CPT0075130003
Tumor
-1.1
CPT0002270011
Tumor
-1.1
CPT0010110003
Tumor
-1.1
CPT0007860003
Tumor
-1.1
CPT0006440003
Tumor
-1.1
CPT0012080003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0087040003
Tumor
-1.2
CPT0065430003
Tumor
-1.2
CPT0092290003
Tumor
-1.2
CPT0001500009
Tumor
-1.2
CPT0015730003
Tumor
-1.2
CPT0026410003
Tumor
-1.2
CPT0025580004
Tumor
-1.2
CPT0001180009
Tumor
-1.2
CPT0065930003
Tumor
-1.2
CPT0077110003
Tumor
-1.2
CPT0078830003
Tumor
-1.2
CPT0081600003
Tumor
-1.2
CPT0088480003
Tumor
-1.2
CPT0001540009
Tumor
-1.2
CPT0078990003
Tumor
-1.2
CPT0000870016
Tumor
-1.2
CPT0084560003
Tumor
-1.2
CPT0025290003
Tumor
-1.2
CPT0023350003
Tumor
-1.2
CPT0019130003
Tumor
-1.2
CPT0086820003
Tumor
-1.2
CPT0079410003
Tumor
-1.2
CPT0012370003
Tumor
-1.2
CPT0007320003
Tumor
-1.3
CPT0010160003
Tumor
-1.3
CPT0024670003
Tumor
-1.3
CPT0071150004
Tumor
-1.3
CPT0000780007
Tumor
-1.3
CPT0077490003
Tumor
-1.3
CPT0069000003
Tumor
-1.3
CPT0065690003
Tumor
-1.4
CPT0009000003
Tumor
-1.4
CPT0009060003
Tumor
-1.4
CPT0014370004
Tumor
-1.4
CPT0088900003
Tumor
-1.4
CPT0025350003
Tumor
-1.5
CPT0079230003
Tumor
-1.5
CPT0001340003
Tumor
-1.5
CPT0001260009
Tumor
-1.5
CPT0025110003
Tumor
-1.6
CPT0086950003
Tumor
-1.6
CPT0065750003
Tumor
-1.6
CPT0078800003
Tumor
-1.6
CPT0086030003
Tumor
-1.7
CPT0079380003
Tumor
-1.7
CPT0085670003
Tumor
-1.8
CPT0081880003
Tumor
-1.8
CPT0025230003
Tumor
-1.9
CPT0015810003
Tumor
-1.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.