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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.
NDUFB5 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
68.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
174.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
174.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
147.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
135.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
127.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
127.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
119.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
119.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
116.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
115.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
109.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
105.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
102.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
99.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
99.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
95.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
94.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
93.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
91.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
87.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
85.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
84.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
81.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
80.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
78.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
75.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
73.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
70.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
70.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
69.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
66.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
62.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
61.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
56.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
53.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
53.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
52.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
50.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
44.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
43.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
42.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
42.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
42.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
41.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
40.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
40.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
40.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
39.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
37.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
35.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
35.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
35.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
34.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
32.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
31.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
29.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
21.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
20.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
NDUFB5 is potential prognostic, high expression is favorable 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
46.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
233.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
195.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
167.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
147.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
141.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
129.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
116.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
111.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
107.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
106.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
104.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
101.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
100.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
99.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
99.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
98.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
96.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
94.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
94.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
93.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
90.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
89.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
88.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
87.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
87.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
87.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
85.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
85.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
83.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
82.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
82.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
81.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
81.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
81.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
81.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
81.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
81.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
80.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
80.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
80.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
79.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
79.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
77.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
77.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
77.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
77.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
77.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
76.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
76.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
75.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
75.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
75.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
75.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
75.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
74.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
74.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
73.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
72.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
72.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
72.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
72.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
72.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
72.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
71.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
71.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
70.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
69.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
69.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
69.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
68.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
68.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
68.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
67.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
67.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
67.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
66.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
66.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
66.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
65.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
65.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
64.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
64.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
64.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
64.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
64.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
63.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
63.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
63.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
63.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
63.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
62.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
62.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
62.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
62.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
62.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
62.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
61.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
61.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
61.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
61.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
60.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
60.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
60.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
60.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
60.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
60.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
59.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
59.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
59.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
59.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
59.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
59.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
59.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
59.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
59.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
58.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
58.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
58.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
58.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
58.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
58.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
58.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
57.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
57.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
56.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
56.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
55.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
55.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
55.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
54.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
54.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
54.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
54.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
54.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
54.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
54.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
54.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
53.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
53.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
53.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
52.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
52.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
52.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
51.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
51.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
51.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
51.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
51.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
51.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
51.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
51.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
51.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
51.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
51.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
51.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
51.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
51.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
51.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
50.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
50.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
50.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
50.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
50.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
50.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
50.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
50.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
49.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
49.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
49.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
49.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
49.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
49.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
49.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
49.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
49.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
49.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
49.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
48.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
48.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
48.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
48.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
48.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
48.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
48.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
48.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
48.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
47.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
47.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
47.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
47.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
47.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
47.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
47.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
47.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
47.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
47.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
47.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
47.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
47.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
47.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
46.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
46.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
46.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
46.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
46.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
46.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
46.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
46.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
46.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
46.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
45.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
45.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
45.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
45.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
45.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
45.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
45.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
45.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
45.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
45.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
45.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
45.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
45.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
45.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
44.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
44.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
44.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
44.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
44.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
44.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
44.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
44.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
44.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
44.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
43.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
43.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
43.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
43.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
43.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
43.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
43.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
43.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
43.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
43.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
42.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
42.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
42.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
42.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
42.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
42.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
42.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
42.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
42.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
41.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
41.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
41.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
41.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
41.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
41.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
41.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
40.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
40.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
40.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
40.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
40.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
40.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
39.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
39.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
39.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
39.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
39.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
39.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
39.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
39.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
39.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
39.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
38.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
38.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
38.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
38.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
38.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
38.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
38.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
38.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
38.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
38.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
38.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
38.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
38.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
38.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
37.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
37.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
37.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
37.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
37.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
36.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
36.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
36.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
36.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
36.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
36.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
36.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
36.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
36.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
35.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
35.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
35.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
35.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
35.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
34.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
34.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
34.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
34.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
34.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
34.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
34.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
34.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
33.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
33.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
33.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
32.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
32.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
32.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
32.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
32.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
31.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
31.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
31.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
30.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
30.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
30.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
29.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
29.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
29.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
29.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
29.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
28.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
28.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
28.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
28.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
28.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
27.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
27.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
27.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
27.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
27.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
27.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
27.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
26.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
26.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
26.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
25.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
25.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
25.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
24.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
24.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
23.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
22.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
22.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
22.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
22.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
21.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
20.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
20.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
20.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
19.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
18.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
17.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
16.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.5
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.
NDUFB5 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
55.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
121.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
105.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
89.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
86.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
83.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
83.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
83.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
76.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
76.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
76.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
74.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
73.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
73.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
72.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
71.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
70.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
70.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
68.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
67.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
66.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
65.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
65.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
65.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
65.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
65.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
64.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
63.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
63.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
62.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
61.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
59.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
58.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
58.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
58.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
58.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
58.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
58.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
58.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
57.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
57.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
56.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
55.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
55.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
55.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
54.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
54.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
54.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
53.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
53.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
52.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
52.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
51.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
51.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
50.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
50.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
50.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
49.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
49.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
49.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
48.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
48.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
48.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
48.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
47.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
47.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
46.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
46.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
46.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
46.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
45.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
45.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
45.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
44.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
40.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
39.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
35.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
33.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
33.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
32.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
32.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
31.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
NDUFB5 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
59.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
206.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
187.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
185.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
171.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
163.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
150.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
148.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
146.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
142.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
137.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
127.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
127.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
122.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
119.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
118.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
117.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
115.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
114.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
114.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
113.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
112.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
106.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
100.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
97.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
97.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
97.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
95.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
95.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
93.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
92.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
91.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
91.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
90.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
89.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
89.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
88.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
88.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
87.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
87.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
85.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
84.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
83.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
83.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
83.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
82.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
81.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
81.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
80.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
80.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
80.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
79.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
79.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
79.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
79.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
79.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
78.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
78.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
77.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
77.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
77.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
77.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
77.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
76.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
76.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
76.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
75.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
75.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
75.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
74.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
73.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
72.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
71.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
71.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
71.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
71.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
71.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
71.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
70.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
70.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
70.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
70.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
70.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
70.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
69.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
69.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
69.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
68.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
68.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
68.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
68.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
67.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
65.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
65.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
65.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
65.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
65.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
65.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
65.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
64.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
64.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
64.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
64.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
64.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
64.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
63.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
63.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
63.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
63.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
62.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
62.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
62.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
62.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
62.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
62.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
62.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
62.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
61.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
61.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
61.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
60.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
60.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
60.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
59.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
59.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
58.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
57.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
57.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
56.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
56.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
55.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
55.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
55.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
55.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
54.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
54.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
53.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
53.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
53.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
52.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
52.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
52.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
52.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
52.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
52.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
52.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
52.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
51.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
51.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
51.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
50.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
50.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
50.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
49.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
49.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
49.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
49.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
49.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
48.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
48.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
47.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
47.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
47.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
47.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
47.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
47.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
46.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
46.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
45.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
45.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
45.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
44.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
44.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
44.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
44.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
44.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
44.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
43.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
43.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
43.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
42.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
42.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
42.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
42.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
42.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
41.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
41.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
41.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
40.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
40.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
40.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
40.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
40.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
40.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
39.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
39.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
39.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
38.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
38.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
38.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
37.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
37.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
36.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
36.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
36.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
35.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
35.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
35.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
35.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
34.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
33.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
33.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
32.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
32.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
32.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
32.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
32.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
31.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
31.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
31.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
30.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
30.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
30.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
28.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
28.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
28.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
27.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
27.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
25.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
25.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
23.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
22.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
22.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
20.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
17.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
5.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006950001
Normal
1.4
CPT0065450001
Normal
1.3
CPT0000790001
Normal
1.2
CPT0092740003
Normal
1.2
CPT0006730001
Normal
1.2
CPT0078670001
Normal
1.2
CPT0066430001
Normal
1.1
CPT0010170001
Normal
1.1
CPT0088780001
Normal
1.1
CPT0001350001
Normal
1.1
CPT0092800003
Normal
1.0
CPT0023710001
Normal
1.0
CPT0088920001
Normal
1.0
CPT0078840001
Normal
1.0
CPT0078660003
Tumor
1.0
CPT0092310003
Normal
1.0
CPT0081620001
Normal
1.0
CPT0089480003
Normal
0.9
CPT0088500001
Normal
0.9
CPT0089040001
Normal
0.9
CPT0007470001
Normal
0.9
CPT0077140001
Normal
0.9
CPT0088640003
Normal
0.9
CPT0079000001
Normal
0.9
CPT0025060001
Normal
0.9
CPT0078530001
Normal
0.8
CPT0020130001
Normal
0.8
CPT0007870001
Normal
0.8
CPT0014350001
Normal
0.8
CPT0023360001
Normal
0.8
CPT0000890001
Normal
0.8
CPT0088710001
Normal
0.8
CPT0025920001
Normal
0.8
CPT0026420001
Normal
0.7
CPT0025610001
Normal
0.7
CPT0079430001
Normal
0.7
CPT0064400001
Normal
0.7
CPT0082010001
Normal
0.7
CPT0069010001
Normal
0.7
CPT0014130001
Normal
0.7
CPT0001550001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0077500001
Normal
0.7
CPT0086370003
Normal
0.7
CPT0001510001
Normal
0.6
CPT0001230001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0020020001
Normal
0.6
CPT0019160001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0086970003
Normal
0.6
CPT0076350001
Normal
0.6
CPT0086830003
Normal
0.5
CPT0063640001
Normal
0.5
CPT0065820001
Normal
0.5
CPT0006530001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0069190001
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0087050003
Normal
0.4
CPT0001190001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0079300001
Normal
0.4
CPT0002370001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0088970003
Tumor
0.3
CPT0075570001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0012090003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0014470001
Normal
0.2
CPT0012770003
Normal
0.1
CPT0012640003
Normal
0.1
CPT0010120001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0001270001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0079510001
Normal
-0.2
CPT0018250001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0015730003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0065810003
Tumor
-0.5
CPT0089460004
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0014450004
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0079270003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0009020003
Normal
-0.7
CPT0025050003
Tumor
-0.8
CPT0079410003
Tumor
-0.8
CPT0092290003
Tumor
-0.8
CPT0009080003
Normal
-0.8
CPT0020120003
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0075720003
Tumor
-0.8
CPT0078830003
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0010110003
Tumor
-0.8
CPT0014160003
Tumor
-0.8
CPT0092790003
Tumor
-0.9
CPT0002350011
Tumor
-0.9
CPT0065430003
Tumor
-0.9
CPT0001540009
Tumor
-0.9
CPT0012920003
Normal
-0.9
CPT0088690003
Tumor
-0.9
CPT0025290003
Tumor
-0.9
CPT0025880003
Tumor
-0.9
CPT0006900003
Tumor
-1.0
CPT0092730003
Tumor
-1.0
CPT0077310003
Tumor
-1.0
CPT0066470004
Tumor
-1.0
CPT0075130003
Tumor
-1.0
CPT0019990003
Tumor
-1.0
CPT0063630003
Tumor
-1.0
CPT0078800003
Tumor
-1.0
CPT0079480003
Tumor
-1.0
CPT0088630003
Tumor
-1.0
CPT0089020003
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0092160003
Tumor
-1.1
CPT0024670003
Tumor
-1.1
CPT0088550004
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0010160003
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0007320003
Tumor
-1.1
CPT0012280003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0071150004
Tumor
-1.1
CPT0012670003
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0088480003
Tumor
-1.1
CPT0078990003
Tumor
-1.1
CPT0063320003
Tumor
-1.1
CPT0001180009
Tumor
-1.1
CPT0086820003
Tumor
-1.1
CPT0064370003
Tumor
-1.2
CPT0019130003
Tumor
-1.2
CPT0081600003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0012180003
Tumor
-1.2
CPT0015910003
Tumor
-1.2
CPT0000780007
Tumor
-1.3
CPT0066480003
Tumor
-1.3
CPT0065750003
Tumor
-1.3
CPT0021240003
Tumor
-1.3
CPT0025580004
Tumor
-1.3
CPT0069000003
Tumor
-1.3
CPT0086870003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0006440003
Tumor
-1.3
CPT0065690003
Tumor
-1.3
CPT0001260009
Tumor
-1.3
CPT0081880003
Tumor
-1.4
CPT0015810003
Tumor
-1.4
CPT0069160003
Tumor
-1.4
CPT0079230003
Tumor
-1.4
CPT0079380003
Tumor
-1.4
CPT0012370003
Tumor
-1.4
CPT0012550003
Tumor
-1.5
CPT0017850003
Tumor
-1.5
CPT0000870016
Tumor
-1.5
CPT0086030003
Tumor
-1.5
CPT0026410003
Tumor
-1.5
CPT0086950003
Tumor
-1.5
CPT0007860003
Tumor
-1.5
CPT0001340003
Tumor
-1.5
CPT0000640003
Tumor
-1.6
CPT0076330003
Tumor
-1.6
CPT0014370004
Tumor
-1.6
CPT0025110003
Tumor
-1.7
CPT0085670003
Tumor
-1.7
CPT0081990003
Tumor
-1.7
CPT0009000003
Tumor
-1.7
CPT0012080003
Tumor
-1.7
CPT0084560003
Tumor
-1.7
CPT0025230003
Tumor
-1.8
CPT0009060003
Tumor
-2.0
CPT0012900004
Tumor
-2.0
CPT0065930003
Tumor
-2.0
CPT0011240003
Tumor
-2.4
CPT0017410003
Tumor
-2.7
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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
