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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.
NDUFB6 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
84.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
198.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
178.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
159.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
158.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
147.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
147.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
144.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
138.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
120.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
116.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
116.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
116.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
113.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
111.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
110.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
109.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
106.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
103.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
101.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
100.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
99.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
99.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
94.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
94.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
92.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
92.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
91.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
89.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
84.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
83.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
81.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
81.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
78.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
78.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
78.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
77.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
74.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
73.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
71.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
71.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
70.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
68.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
67.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
65.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
62.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
59.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
59.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
57.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
52.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
48.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
45.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
43.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
41.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
40.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
40.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
38.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
37.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
35.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
33.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
32.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
31.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
NDUFB6 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
52.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
263.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
150.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
125.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
116.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
112.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
108.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
108.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
107.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
105.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
105.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
103.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
102.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
102.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
99.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
97.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
93.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
93.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
93.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
91.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
90.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
89.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
89.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
88.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
88.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
86.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
85.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
84.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
84.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
84.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
84.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
84.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
83.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
82.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
82.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
82.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
81.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
81.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
81.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
80.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
80.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
80.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
80.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
79.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
79.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
79.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
79.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
79.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
79.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
78.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
78.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
77.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
77.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
77.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
77.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
74.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
74.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
74.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
74.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
74.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
73.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
73.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
73.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
73.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
72.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
72.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
72.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
72.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
72.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
72.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
72.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
71.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
71.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
71.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
70.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
70.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
69.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
69.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
69.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
69.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
69.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
68.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
68.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
68.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
67.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
67.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
67.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
67.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
67.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
67.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
66.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
66.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
66.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
66.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
65.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
65.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
65.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
65.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
65.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
65.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
65.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
64.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
64.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
64.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
64.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
64.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
64.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
64.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
64.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
64.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
63.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
63.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
63.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
63.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
63.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
63.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
63.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
62.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
62.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
62.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
62.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
62.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
62.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
62.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
62.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
61.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
61.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
61.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
61.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
61.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
60.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
60.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
60.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
60.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
60.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
60.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
60.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
60.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
60.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
60.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
60.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
60.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
59.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
59.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
59.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
59.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
59.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
59.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
58.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
58.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
58.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
58.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
58.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
58.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
58.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
58.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
58.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
58.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
58.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
58.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
57.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
57.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
57.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
57.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
57.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
57.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
57.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
57.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
57.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
57.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
57.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
57.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
57.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
57.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
57.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
57.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
57.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
57.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
56.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
56.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
56.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
56.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
56.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
56.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
56.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
56.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
56.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
56.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
56.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
55.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
55.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
55.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
55.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
55.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
55.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
55.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
55.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
55.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
55.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
54.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
54.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
54.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
54.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
54.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
54.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
54.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
54.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
54.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
53.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
53.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
53.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
53.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
53.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
53.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
53.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
52.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
52.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
52.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
52.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
52.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
52.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
52.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
51.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
51.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
51.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
51.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
51.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
51.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
51.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
51.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
51.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
51.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
51.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
51.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
50.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
50.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
50.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
50.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
50.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
50.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
50.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
50.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
50.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
49.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
49.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
49.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
49.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
49.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
49.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
49.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
49.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
48.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
48.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
48.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
48.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
48.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
48.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
48.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
48.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
48.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
48.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
48.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
48.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
48.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
47.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
47.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
47.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
47.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
47.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
47.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
47.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
47.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
47.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
47.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
47.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
47.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
47.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
47.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
47.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
46.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
46.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
46.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
46.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
46.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
46.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
46.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
46.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
46.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
46.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
46.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
45.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
45.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
45.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
45.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
45.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
45.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
45.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
45.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
45.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
45.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
45.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
45.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
45.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
44.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
44.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
44.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
44.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
44.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
44.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
44.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
44.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
44.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
43.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
43.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
43.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
43.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
43.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
43.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
43.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
42.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
42.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
42.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
42.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
42.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
41.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
41.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
41.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
41.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
41.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
41.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
41.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
41.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
41.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
41.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
41.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
40.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
40.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
40.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
40.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
40.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
40.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
40.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
40.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
40.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
39.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
39.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
39.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
39.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
39.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
39.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
39.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
39.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
39.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
38.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
38.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
38.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
38.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
38.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
38.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
38.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
38.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
38.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
37.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
37.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
37.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
37.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
36.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
36.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
36.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
36.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
36.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
36.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
35.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
35.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
35.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
34.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
34.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
34.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
34.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
34.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
33.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
33.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
33.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
33.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
33.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
32.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
32.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
32.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
32.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
32.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
32.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
31.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
31.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
31.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
31.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
30.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
30.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
30.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
30.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
29.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
29.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
29.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
28.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
28.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
28.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
28.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
28.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
27.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
26.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
26.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
24.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
24.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
24.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
24.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
23.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.7
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.
NDUFB6 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
45.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
110.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
84.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
73.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
73.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
65.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
64.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
63.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
63.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
62.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
62.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
62.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
61.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
60.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
60.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
57.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
56.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
56.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
56.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
56.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
53.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
53.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
52.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
52.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
51.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
51.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
50.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
50.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
50.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
50.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
50.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
50.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
50.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
49.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
48.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
48.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
48.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
47.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
47.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
47.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
46.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
45.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
45.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
44.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
43.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
42.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
42.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
42.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
42.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
41.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
40.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
40.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
39.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
39.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
38.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
38.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
37.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
37.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
35.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
34.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
34.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
34.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
33.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
33.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
32.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
30.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
24.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
23.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
22.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
NDUFB6 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
57.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
141.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
128.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
118.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
115.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
110.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
99.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
98.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
98.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
98.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
93.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
92.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
91.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
90.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
88.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
88.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
87.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
85.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
85.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
84.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
83.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
83.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
82.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
82.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
82.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
81.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
81.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
80.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
80.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
80.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
79.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
79.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
79.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
79.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
79.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
78.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
78.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
78.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
78.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
78.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
78.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
77.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
77.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
77.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
77.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
76.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
76.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
75.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
75.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
75.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
75.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
75.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
74.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
74.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
74.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
74.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
73.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
73.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
73.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
73.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
73.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
72.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
72.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
71.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
70.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
70.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
70.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
70.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
70.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
69.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
69.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
69.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
69.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
69.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
69.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
69.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
69.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
69.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
69.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
69.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
69.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
69.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
68.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
68.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
68.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
68.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
67.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
67.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
67.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
67.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
67.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
67.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
67.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
66.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
66.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
66.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
65.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
65.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
65.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
64.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
64.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
64.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
64.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
63.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
63.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
63.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
63.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
63.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
63.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
63.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
63.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
63.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
63.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
63.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
63.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
62.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
62.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
62.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
62.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
62.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
61.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
61.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
60.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
60.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
60.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
60.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
60.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
60.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
60.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
59.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
59.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
59.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
58.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
58.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
58.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
58.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
58.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
57.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
57.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
57.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
57.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
57.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
56.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
56.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
55.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
55.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
55.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
55.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
55.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
55.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
55.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
55.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
54.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
54.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
53.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
53.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
53.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
53.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
53.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
53.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
53.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
52.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
52.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
52.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
52.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
51.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
51.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
51.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
51.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
50.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
50.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
50.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
50.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
50.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
50.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
50.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
49.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
49.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
49.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
49.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
49.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
49.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
49.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
49.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
49.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
48.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
48.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
48.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
47.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
47.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
47.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
46.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
46.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
46.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
46.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
46.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
46.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
45.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
44.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
44.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
44.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
44.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
44.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
44.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
44.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
43.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
41.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
41.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
41.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
41.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
41.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
40.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
40.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
40.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
40.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
40.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
39.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
38.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
38.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
38.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
38.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
37.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
36.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
36.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
36.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
34.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
33.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
33.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
33.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
33.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
32.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
32.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
30.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
30.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
29.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
27.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
26.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
23.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
19.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
12.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006950001
Normal
1.0
CPT0092310003
Normal
1.0
CPT0092740003
Normal
1.0
CPT0066430001
Normal
1.0
CPT0078660003
Tumor
0.9
CPT0088780001
Normal
0.9
CPT0089040001
Normal
0.8
CPT0023360001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0079430001
Normal
0.8
CPT0088640003
Normal
0.8
CPT0078840001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0092800003
Normal
0.8
CPT0079000001
Normal
0.8
CPT0000790001
Normal
0.8
CPT0088920001
Normal
0.8
CPT0006730001
Normal
0.8
CPT0025060001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0013790003
Normal
0.7
CPT0026420001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0010170001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0078670001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0065450001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0001550001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0001230001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0020130001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0007870001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0079300001
Normal
0.4
CPT0025920001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0064400001
Normal
0.4
CPT0006530001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0086370003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0065820001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0066520001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0076350001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0014470001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0010120001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0086360003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0065810003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0018250001
Normal
-0.4
CPT0066480003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0009020003
Normal
-0.5
CPT0006630003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0075130003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0092190003
Normal
-0.6
CPT0019990003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0012920003
Normal
-0.6
CPT0006900003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0089020003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0009080003
Normal
-0.7
CPT0069160003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0079410003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0063630003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0007320003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0092290003
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0081600003
Tumor
-0.9
CPT0012670003
Tumor
-0.9
CPT0078830003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0025050003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0069000003
Tumor
-0.9
CPT0012900004
Tumor
-0.9
CPT0001260009
Tumor
-0.9
CPT0009000003
Tumor
-0.9
CPT0014160003
Tumor
-0.9
CPT0086820003
Tumor
-0.9
CPT0078800003
Tumor
-0.9
CPT0077320001
Normal
-0.9
CPT0088480003
Tumor
-1.0
CPT0077310003
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0088900003
Tumor
-1.0
CPT0012280003
Tumor
-1.0
CPT0019130003
Tumor
-1.0
CPT0071150004
Tumor
-1.1
CPT0000780007
Tumor
-1.1
CPT0086950003
Tumor
-1.1
CPT0079480003
Tumor
-1.1
CPT0078510003
Tumor
-1.1
CPT0000870016
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0012080003
Tumor
-1.2
CPT0006440003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0017850003
Tumor
-1.2
CPT0025110003
Tumor
-1.2
CPT0024670003
Tumor
-1.2
CPT0012550003
Tumor
-1.3
CPT0012370003
Tumor
-1.3
CPT0026410003
Tumor
-1.3
CPT0065690003
Tumor
-1.3
CPT0014370004
Tumor
-1.3
CPT0081880003
Tumor
-1.4
CPT0015810003
Tumor
-1.4
CPT0079230003
Tumor
-1.4
CPT0084560003
Tumor
-1.4
CPT0086030003
Tumor
-1.5
CPT0017410003
Tumor
-1.5
CPT0009060003
Tumor
-1.5
CPT0065750003
Tumor
-1.5
CPT0065930003
Tumor
-1.6
CPT0079380003
Tumor
-1.7
CPT0085670003
Tumor
-1.7
CPT0025230003
Tumor
-1.8
CPT0011240003
Tumor
-2.0
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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
