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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.
NDUFA2 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
176.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
440.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
379.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
330.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
299.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
289.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
266.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
263.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
255.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
254.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
238.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
230.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
229.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
229.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
221.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
218.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
217.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
213.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
212.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
212.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
211.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
208.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
203.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
200.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
195.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
192.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
192.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
190.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
189.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
181.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
181.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
176.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
176.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
163.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
153.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
149.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
147.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
147.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
139.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
139.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
138.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
138.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
138.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
136.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
130.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
130.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
128.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
127.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
125.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
113.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
111.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
110.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
109.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
107.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
105.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
102.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
102.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
97.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
97.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
97.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
95.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
91.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
87.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
76.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 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.
NDUFA2 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
143.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1020.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
817.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
712.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
437.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
395.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
390.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
380.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
354.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
331.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
315.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
312.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
308.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
306.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
287.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
282.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
281.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
278.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
277.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
272.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
270.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
270.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
268.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
264.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
262.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
261.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
254.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
254.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
252.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
251.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
249.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
245.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
244.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
242.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
240.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
239.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
238.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
238.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
237.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
237.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
236.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
234.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
234.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
229.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
229.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
226.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
226.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
223.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
222.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
218.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
218.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
217.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
216.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
216.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
214.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
213.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
213.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
209.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
209.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
208.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
208.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
207.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
206.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
205.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
204.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
204.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
204.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
203.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
203.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
202.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
200.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
200.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
199.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
199.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
197.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
197.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
194.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
194.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
193.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
193.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
193.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
193.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
191.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
191.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
190.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
190.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
189.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
188.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
187.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
187.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
186.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
186.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
186.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
185.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
185.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
184.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
184.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
184.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
183.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
183.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
183.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
182.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
182.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
181.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
181.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
181.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
181.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
181.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
180.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
179.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
179.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
179.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
178.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
178.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
177.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
177.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
177.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
176.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
176.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
176.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
175.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
175.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
175.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
173.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
172.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
172.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
171.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
171.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
170.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
170.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
170.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
170.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
169.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
169.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
169.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
169.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
169.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
169.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
168.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
167.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
166.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
166.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
166.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
165.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
164.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
164.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
163.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
162.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
162.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
162.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
162.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
162.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
162.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
161.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
161.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
161.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
161.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
161.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
159.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
158.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
157.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
157.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
157.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
157.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
157.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
156.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
156.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
154.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
153.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
153.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
153.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
153.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
152.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
151.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
150.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
150.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
150.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
149.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
149.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
147.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
146.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
146.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
146.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
146.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
145.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
145.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
145.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
145.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
145.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
145.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
145.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
145.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
145.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
145.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
145.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
145.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
144.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
144.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
143.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
143.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
143.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
143.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
143.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
142.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
142.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
141.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
141.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
141.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
141.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
140.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
140.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
140.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
139.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
139.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
138.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
138.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
138.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
138.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
138.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
138.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
137.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
137.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
137.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
137.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
137.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
137.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
135.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
135.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
135.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
135.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
135.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
134.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
133.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
133.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
132.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
132.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
132.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
131.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
130.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
130.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
130.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
130.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
129.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
129.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
129.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
129.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
128.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
128.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
128.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
128.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
128.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
128.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
127.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
127.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
127.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
127.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
127.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
127.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
127.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
127.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
127.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
126.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
126.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
126.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
126.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
125.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
124.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
124.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
124.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
123.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
123.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
123.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
123.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
123.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
123.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
122.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
122.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
122.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
122.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
122.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
122.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
121.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
120.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
120.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
120.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
120.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
119.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
119.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
119.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
119.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
119.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
119.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
119.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
119.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
119.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
118.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
118.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
118.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
118.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
117.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
117.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
117.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
117.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
117.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
116.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
116.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
116.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
116.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
116.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
116.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
115.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
115.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
115.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
115.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
114.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
114.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
114.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
114.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
113.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
113.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
113.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
113.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
113.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
113.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
113.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
112.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
112.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
112.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
112.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
112.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
112.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
111.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
111.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
111.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
111.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
111.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
111.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
110.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
110.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
110.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
110.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
110.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
110.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
109.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
108.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
108.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
108.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
108.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
107.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
107.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
107.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
107.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
106.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
106.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
106.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
106.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
106.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
105.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
105.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
105.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
105.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
104.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
104.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
104.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
104.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
104.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
104.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
104.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
104.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
104.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
104.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
103.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
103.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
103.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
103.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
102.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
102.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
102.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
102.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
102.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
102.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
102.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
101.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
101.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
101.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
101.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
101.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
101.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
100.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
100.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
100.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
100.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
100.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
100.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
99.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
99.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
99.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
98.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
98.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
98.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
98.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
97.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
97.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
97.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
97.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
96.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
96.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
96.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
95.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
95.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
95.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
95.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
94.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
94.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
93.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
93.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
93.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
92.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
92.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
91.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
91.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
91.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
91.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
90.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
90.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
90.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
89.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
89.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
89.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
89.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
88.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
88.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
88.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
88.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
87.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
87.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
87.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
87.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
87.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
87.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
87.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
86.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
86.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
86.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
86.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
86.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
86.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
86.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
85.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
85.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
85.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
85.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
85.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
85.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
84.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
84.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
83.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
83.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
83.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
83.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
82.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
82.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
82.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
82.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
82.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
81.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
81.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
81.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
81.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
81.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
80.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
79.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
79.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
78.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
78.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
77.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
77.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
76.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
76.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
76.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
76.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
76.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
76.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
76.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
75.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
74.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
74.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
72.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
71.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
70.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
70.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
69.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
69.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
67.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
67.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
67.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
67.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
66.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
65.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
65.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
65.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
64.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
63.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
63.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
62.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
62.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
61.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
60.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
60.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
59.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
57.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
57.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
55.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
53.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
53.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
50.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
46.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
45.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
41.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
NDUFA2 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
126.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
295.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
286.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
266.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
242.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
214.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
209.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
186.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
175.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
174.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
172.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
171.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
169.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
169.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
161.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
161.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
157.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
156.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
153.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
153.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
150.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
150.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
150.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
145.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
143.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
143.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
143.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
143.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
140.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
139.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
138.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
136.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
136.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
135.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
135.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
134.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
134.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
131.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
130.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
130.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
129.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
129.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
128.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
125.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
125.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
124.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
124.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
124.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
124.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
124.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
122.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
122.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
122.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
120.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
119.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
115.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
115.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
115.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
112.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
112.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
111.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
111.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
110.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
108.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
107.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
107.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
106.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
106.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
105.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
104.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
104.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
103.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
103.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
102.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
102.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
101.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
100.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
98.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
97.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
94.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
92.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
91.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
91.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
90.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
90.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
89.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
88.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
87.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
87.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
84.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
82.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
81.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
77.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
76.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
76.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
70.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
58.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
57.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
NDUFA2 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
170.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
438.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
386.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
380.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
364.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
361.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
359.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
350.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
322.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
320.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
320.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
309.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
309.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
306.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
302.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
301.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
287.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
286.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
283.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
283.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
279.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
277.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
274.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
271.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
265.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
262.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
262.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
262.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
260.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
258.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
253.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
247.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
244.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
242.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
241.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
241.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
239.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
238.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
237.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
237.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
236.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
235.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
233.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
230.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
230.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
230.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
230.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
227.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
227.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
225.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
225.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
223.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
223.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
223.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
223.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
221.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
221.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
220.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
219.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
218.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
216.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
215.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
214.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
214.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
212.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
211.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
209.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
208.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
208.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
208.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
208.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
207.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
207.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
206.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
206.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
206.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
206.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
206.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
204.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
202.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
201.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
200.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
198.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
198.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
197.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
196.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
194.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
194.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
194.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
193.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
193.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
190.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
190.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
188.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
188.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
187.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
187.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
184.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
183.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
182.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
181.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
181.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
181.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
181.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
179.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
179.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
178.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
178.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
177.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
176.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
175.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
175.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
174.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
174.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
172.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
172.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
171.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
171.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
171.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
170.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
169.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
168.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
167.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
166.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
166.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
165.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
165.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
164.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
164.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
164.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
164.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
164.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
163.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
162.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
160.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
160.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
160.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
159.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
159.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
158.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
158.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
158.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
158.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
157.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
157.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
156.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
155.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
155.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
154.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
154.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
154.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
153.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
153.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
153.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
152.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
152.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
151.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
151.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
151.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
150.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
149.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
149.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
149.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
148.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
148.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
147.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
146.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
145.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
145.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
145.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
144.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
144.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
144.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
143.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
143.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
142.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
142.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
142.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
141.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
141.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
140.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
140.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
140.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
140.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
139.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
139.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
139.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
139.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
138.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
138.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
138.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
138.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
137.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
137.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
136.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
136.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
135.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
135.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
134.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
134.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
134.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
134.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
134.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
133.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
132.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
131.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
131.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
131.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
129.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
129.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
129.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
128.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
127.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
127.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
127.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
126.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
126.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
125.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
125.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
124.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
123.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
123.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
122.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
122.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
122.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
122.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
120.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
120.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
119.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
117.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
116.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
115.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
115.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
113.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
113.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
112.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
111.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
111.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
111.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
111.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
110.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
109.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
108.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
107.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
107.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
107.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
106.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
106.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
105.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
103.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
103.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
101.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
99.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
98.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
96.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
95.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
95.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
94.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
93.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
92.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
90.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
90.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
88.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
86.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
85.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
83.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
81.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
81.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
80.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
80.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
76.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
72.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
69.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
68.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
67.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
59.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
58.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
57.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
54.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
54.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
51.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
45.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009080003
Normal
1.3
CPT0012770003
Normal
1.2
CPT0077140001
Normal
1.1
CPT0092310003
Normal
1.1
CPT0066430001
Normal
1.1
CPT0000790001
Normal
1.0
CPT0025060001
Normal
1.0
CPT0064400001
Normal
1.0
CPT0020020001
Normal
1.0
CPT0077500001
Normal
1.0
CPT0012090003
Normal
1.0
CPT0065450001
Normal
1.0
CPT0012570003
Normal
0.9
CPT0007870001
Normal
0.9
CPT0078670001
Normal
0.9
CPT0079430001
Normal
0.9
CPT0020130001
Normal
0.9
CPT0010170001
Normal
0.9
CPT0076350001
Normal
0.9
CPT0025920001
Normal
0.9
CPT0092740003
Normal
0.9
CPT0078940001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0012640003
Normal
0.8
CPT0088500001
Normal
0.8
CPT0024680001
Normal
0.8
CPT0009020003
Normal
0.8
CPT0001350001
Normal
0.8
CPT0092800003
Normal
0.8
CPT0089480003
Normal
0.8
CPT0017450001
Normal
0.8
CPT0088640003
Normal
0.8
CPT0023710001
Normal
0.8
CPT0078840001
Normal
0.8
CPT0069010001
Normal
0.8
CPT0023360001
Normal
0.8
CPT0006730001
Normal
0.8
CPT0087050003
Normal
0.7
CPT0086890003
Normal
0.7
CPT0001550001
Normal
0.7
CPT0014130001
Normal
0.7
CPT0086970003
Normal
0.7
CPT0014350001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0078530001
Normal
0.7
CPT0088780001
Normal
0.7
CPT0089040001
Normal
0.7
CPT0001230001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0019160001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0063330001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0079300001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0066520001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0012920003
Normal
0.5
CPT0001190001
Normal
0.5
CPT0002370001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0063640001
Normal
0.4
CPT0006530001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0088570001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0075170001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0001270001
Normal
-0.1
CPT0088970003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0010120001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0078510003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0064370003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0078930003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0025580004
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0063630003
Tumor
-0.7
CPT0088690003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0063320003
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0089460004
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0025170003
Tumor
-0.8
CPT0078800003
Tumor
-0.8
CPT0087040003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0012900004
Tumor
-0.9
CPT0092790003
Tumor
-0.9
CPT0025880003
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0086820003
Tumor
-1.0
CPT0075720003
Tumor
-1.0
CPT0015910003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0012280003
Tumor
-1.0
CPT0079270003
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0065430003
Tumor
-1.0
CPT0092160003
Tumor
-1.1
CPT0088760003
Tumor
-1.1
CPT0069000003
Tumor
-1.1
CPT0081600003
Tumor
-1.1
CPT0010110003
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0025050003
Tumor
-1.1
CPT0078830003
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0011410003
Tumor
-1.1
CPT0007320003
Tumor
-1.1
CPT0075130003
Tumor
-1.1
CPT0014450004
Tumor
-1.1
CPT0079480003
Tumor
-1.1
CPT0012670003
Tumor
-1.1
CPT0088630003
Tumor
-1.1
CPT0019130003
Tumor
-1.2
CPT0017850003
Tumor
-1.2
CPT0001540009
Tumor
-1.2
CPT0000870016
Tumor
-1.2
CPT0001180009
Tumor
-1.2
CPT0012180003
Tumor
-1.2
CPT0065870003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0021240003
Tumor
-1.2
CPT0024670003
Tumor
-1.2
CPT0079180003
Tumor
-1.2
CPT0017410003
Tumor
-1.3
CPT0014160003
Tumor
-1.3
CPT0078990003
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0025350003
Tumor
-1.3
CPT0088900003
Tumor
-1.3
CPT0071150004
Tumor
-1.3
CPT0086870003
Tumor
-1.3
CPT0065930003
Tumor
-1.3
CPT0023350003
Tumor
-1.3
CPT0012550003
Tumor
-1.3
CPT0092290003
Tumor
-1.3
CPT0079410003
Tumor
-1.3
CPT0007860003
Tumor
-1.3
CPT0014370004
Tumor
-1.3
CPT0011240003
Tumor
-1.4
CPT0076330003
Tumor
-1.4
CPT0092730003
Tumor
-1.4
CPT0077490003
Tumor
-1.4
CPT0010160003
Tumor
-1.4
CPT0012080003
Tumor
-1.4
CPT0009060003
Tumor
-1.4
CPT0077110003
Tumor
-1.4
CPT0086950003
Tumor
-1.4
CPT0000780007
Tumor
-1.4
CPT0066480003
Tumor
-1.4
CPT0009000003
Tumor
-1.5
CPT0025110003
Tumor
-1.5
CPT0065690003
Tumor
-1.5
CPT0025290003
Tumor
-1.6
CPT0000640003
Tumor
-1.7
CPT0085670003
Tumor
-1.7
CPT0015730003
Tumor
-1.7
CPT0026410003
Tumor
-1.7
CPT0019990003
Tumor
-1.8
CPT0006440003
Tumor
-1.8
CPT0001340003
Tumor
-1.9
CPT0079230003
Tumor
-1.9
CPT0079380003
Tumor
-1.9
CPT0066470004
Tumor
-2.0
CPT0012370003
Tumor
-2.1
CPT0081880003
Tumor
-2.1
CPT0001260009
Tumor
-2.2
CPT0065750003
Tumor
-2.2
CPT0015810003
Tumor
-2.2
CPT0086030003
Tumor
-2.5
CPT0025230003
Tumor
-2.8
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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.