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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.
NDUFAB1 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
143.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
361.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
257.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
244.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
227.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
223.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
215.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
211.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
199.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
186.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
186.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
184.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
180.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
172.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
171.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
171.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
169.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
165.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
160.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
159.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
159.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
158.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
154.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
154.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
153.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
151.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
151.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
150.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
148.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
147.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
141.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
139.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
138.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
137.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
129.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
129.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
128.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
126.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
126.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
125.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
119.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
118.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
117.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
116.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
113.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
113.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
113.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
110.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
105.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
104.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
103.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
103.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
102.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
95.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
93.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
93.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
91.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
91.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
89.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
87.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
85.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
84.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
83.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
62.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFAB1 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
101.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
411.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
278.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
275.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
271.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
271.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
244.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
219.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
206.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
205.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
200.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
191.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
190.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
189.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
188.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
187.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
184.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
178.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
178.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
178.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
176.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
171.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
169.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
165.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
165.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
165.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
164.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
164.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
164.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
164.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
163.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
162.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
162.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
160.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
160.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
160.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
160.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
159.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
158.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
157.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
157.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
156.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
156.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
153.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
149.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
147.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
147.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
146.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
146.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
145.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
145.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
145.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
144.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
144.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
143.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
143.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
143.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
143.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
142.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
142.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
142.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
142.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
140.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
140.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
139.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
139.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
139.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
137.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
137.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
137.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
137.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
136.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
136.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
135.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
135.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
135.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
134.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
134.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
133.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
132.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
131.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
131.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
130.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
130.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
130.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
129.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
129.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
129.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
127.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
127.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
127.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
127.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
127.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
126.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
126.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
126.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
125.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
125.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
125.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
124.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
124.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
124.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
123.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
123.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
123.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
123.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
123.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
123.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
123.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
122.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
122.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
122.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
122.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
121.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
121.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
121.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
121.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
120.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
119.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
119.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
119.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
118.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
118.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
118.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
118.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
118.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
118.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
118.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
117.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
117.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
117.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
117.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
117.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
116.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
116.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
116.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
115.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
115.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
114.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
114.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
114.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
114.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
113.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
113.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
113.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
112.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
112.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
112.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
112.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
112.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
112.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
112.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
111.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
111.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
111.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
111.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
111.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
110.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
110.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
110.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
110.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
110.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
110.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
110.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
109.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
109.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
109.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
109.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
109.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
109.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
109.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
108.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
108.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
108.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
108.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
108.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
108.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
108.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
107.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
107.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
107.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
107.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
107.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
107.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
107.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
107.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
106.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
106.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
106.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
106.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
106.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
106.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
106.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
106.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
106.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
105.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
105.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
105.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
105.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
105.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
105.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
105.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
104.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
104.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
104.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
104.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
104.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
104.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
104.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
104.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
104.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
103.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
103.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
103.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
103.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
102.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
102.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
102.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
102.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
102.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
102.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
102.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
102.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
101.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
101.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
101.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
101.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
101.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
100.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
100.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
100.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
100.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
100.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
100.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
100.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
99.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
99.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
99.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
99.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
99.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
99.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
99.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
99.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
99.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
98.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
98.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
98.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
98.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
97.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
97.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
97.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
97.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
97.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
97.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
97.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
97.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
97.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
97.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
97.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
97.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
97.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
97.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
97.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
97.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
97.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
97.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
96.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
96.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
96.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
96.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
95.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
95.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
95.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
95.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
95.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
95.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
95.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
94.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
94.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
94.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
94.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
94.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
94.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
94.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
93.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
93.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
93.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
92.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
92.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
92.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
92.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
92.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
92.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
92.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
92.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
92.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
92.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
92.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
91.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
91.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
91.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
91.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
91.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
91.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
90.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
90.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
90.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
90.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
90.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
90.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
90.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
90.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
90.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
90.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
90.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
90.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
89.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
89.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
89.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
89.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
89.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
89.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
89.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
89.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
89.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
88.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
88.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
88.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
88.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
88.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
87.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
87.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
87.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
87.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
86.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
86.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
86.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
86.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
86.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
86.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
85.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
85.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
85.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
85.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
84.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
84.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
84.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
84.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
84.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
84.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
84.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
84.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
84.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
84.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
83.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
83.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
83.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
83.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
83.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
83.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
82.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
82.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
82.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
82.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
82.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
82.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
82.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
82.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
82.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
81.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
81.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
81.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
81.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
81.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
80.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
80.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
80.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
80.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
80.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
79.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
79.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
79.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
79.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
79.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
79.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
79.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
78.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
78.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
78.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
78.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
78.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
78.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
77.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
77.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
77.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
77.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
77.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
77.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
77.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
76.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
76.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
76.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
76.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
76.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
76.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
75.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
75.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
75.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
75.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
75.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
75.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
75.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
75.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
75.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
74.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
74.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
74.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
74.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
74.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
74.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
74.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
73.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
73.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
73.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
73.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
73.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
73.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
72.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
72.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
72.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
72.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
72.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
71.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
71.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
71.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
71.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
71.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
71.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
70.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
70.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
70.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
70.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
70.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
70.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
70.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
70.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
69.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
69.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
69.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
69.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
69.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
68.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
68.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
68.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
67.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
67.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
67.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
67.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
66.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
66.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
66.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
66.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
66.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
66.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
65.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
65.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
65.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
65.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
64.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
64.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
64.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
63.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
62.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
62.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
62.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
61.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
61.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
61.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
60.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
60.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
60.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
59.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
59.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
59.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
58.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
58.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
58.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
58.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
57.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
57.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
56.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
56.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
56.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
55.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
55.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
54.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
52.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
51.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
48.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
47.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
47.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
46.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
45.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
44.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
43.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
43.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
43.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
41.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
41.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
36.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
35.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
32.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
24.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
NDUFAB1 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
118.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
204.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
192.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
190.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
187.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
175.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
174.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
171.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
165.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
163.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
163.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
161.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
161.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
161.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
161.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
158.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
155.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
153.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
151.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
146.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
144.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
140.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
139.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
139.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
138.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
135.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
134.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
134.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
133.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
133.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
131.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
131.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
130.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
130.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
129.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
128.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
127.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
126.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
125.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
123.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
122.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
118.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
117.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
116.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
116.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
114.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
114.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
113.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
113.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
112.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
110.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
110.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
108.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
107.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
106.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
106.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
106.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
105.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
104.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
104.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
103.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
103.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
103.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
102.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
101.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
101.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
100.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
99.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
98.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
97.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
97.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
97.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
96.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
96.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
96.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
96.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
96.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
96.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
95.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
95.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
95.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
92.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
91.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
90.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
90.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
89.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
89.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
88.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
85.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
85.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
85.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
81.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
80.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
80.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
73.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
72.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
70.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
68.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
NDUFAB1 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
127.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
351.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
346.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
284.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
277.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
267.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
249.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
243.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
236.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
235.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
227.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
226.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
221.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
220.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
216.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
213.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
212.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
209.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
208.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
208.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
207.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
206.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
204.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
201.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
200.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
199.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
198.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
198.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
197.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
197.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
195.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
195.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
194.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
194.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
193.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
188.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
188.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
187.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
186.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
184.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
183.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
183.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
181.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
181.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
180.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
179.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
178.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
177.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
177.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
176.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
174.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
171.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
171.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
171.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
170.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
169.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
167.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
164.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
164.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
163.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
162.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
162.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
162.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
161.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
158.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
157.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
156.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
156.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
156.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
155.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
155.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
155.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
155.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
154.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
154.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
154.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
153.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
153.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
153.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
153.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
152.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
151.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
151.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
151.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
150.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
149.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
148.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
147.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
147.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
147.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
146.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
144.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
143.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
142.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
142.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
142.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
141.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
141.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
140.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
140.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
139.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
139.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
138.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
137.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
137.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
137.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
137.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
137.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
135.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
135.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
133.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
133.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
132.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
131.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
131.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
131.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
131.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
130.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
129.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
129.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
129.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
128.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
128.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
127.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
127.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
127.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
127.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
126.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
126.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
126.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
125.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
124.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
124.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
124.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
123.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
122.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
122.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
122.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
121.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
121.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
120.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
119.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
119.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
119.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
118.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
118.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
118.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
118.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
117.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
117.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
117.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
117.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
116.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
115.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
115.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
114.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
113.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
113.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
113.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
112.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
111.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
111.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
110.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
110.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
110.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
110.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
108.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
108.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
107.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
107.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
107.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
107.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
107.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
107.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
106.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
106.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
104.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
104.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
103.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
102.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
102.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
102.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
102.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
102.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
101.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
101.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
101.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
101.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
100.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
100.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
100.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
100.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
99.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
99.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
99.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
99.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
98.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
98.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
98.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
98.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
98.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
98.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
98.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
97.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
97.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
96.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
96.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
95.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
94.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
94.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
94.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
94.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
93.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
92.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
92.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
92.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
91.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
91.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
91.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
91.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
90.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
89.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
89.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
89.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
88.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
88.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
88.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
87.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
87.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
85.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
84.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
83.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
83.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
82.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
82.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
82.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
81.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
81.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
80.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
79.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
79.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
79.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
78.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
77.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
77.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
77.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
76.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
76.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
75.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
74.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
74.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
73.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
72.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
71.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
68.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
66.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
66.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
63.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
63.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
62.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
61.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
60.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
59.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
59.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
57.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
57.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
52.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
51.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
51.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
50.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
48.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
47.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
47.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
45.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
45.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
44.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
37.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
35.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
28.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
21.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.0
CPT0012770003
Normal
1.0
CPT0069010001
Normal
0.8
CPT0065450001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0078530001
Normal
0.8
CPT0006950001
Normal
0.8
CPT0076350001
Normal
0.8
CPT0081620001
Normal
0.7
CPT0092800003
Normal
0.7
CPT0026420001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0088920001
Normal
0.7
CPT0066430001
Normal
0.7
CPT0009080003
Normal
0.6
CPT0010170001
Normal
0.6
CPT0012570003
Normal
0.6
CPT0007470001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0020020001
Normal
0.6
CPT0023710001
Normal
0.6
CPT0020130001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0092740003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0078670001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0079430001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0007870001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0001510001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0025060001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0006730001
Normal
0.4
CPT0012670003
Tumor
0.3
CPT0086370003
Normal
0.3
CPT0063330001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0079000001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0014130001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0019160001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0065820001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0001190001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0012900004
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0002370001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0025880003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0019990003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0086950003
Tumor
-0.5
CPT0001180009
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0002350011
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0006440003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0087040003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0063320003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0012080003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0092160003
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0014370004
Tumor
-0.7
CPT0025170003
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0079480003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0006630003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0015810003
Tumor
-0.7
CPT0089020003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0088480003
Tumor
-0.8
CPT0078830003
Tumor
-0.8
CPT0092790003
Tumor
-0.8
CPT0084590001
Normal
-0.8
CPT0079230003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0001540009
Tumor
-0.8
CPT0006900003
Tumor
-0.8
CPT0019130003
Tumor
-0.9
CPT0088630003
Tumor
-0.9
CPT0088900003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0077110003
Tumor
-0.9
CPT0025230003
Tumor
-0.9
CPT0000870016
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0025110003
Tumor
-0.9
CPT0088550004
Tumor
-0.9
CPT0078990003
Tumor
-1.0
CPT0086030003
Tumor
-1.0
CPT0025290003
Tumor
-1.0
CPT0025580004
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0065870003
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0065690003
Tumor
-1.1
CPT0025350003
Tumor
-1.1
CPT0079380003
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
