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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.
NDUFA10 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
90.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
193.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
180.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
171.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
170.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
169.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
148.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
143.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
140.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
135.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
132.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
131.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
130.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
126.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
123.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
119.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
117.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
114.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
111.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
106.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
105.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
104.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
104.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
95.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
94.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
92.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
92.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
91.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
91.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
87.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
86.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
85.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
85.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
82.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
82.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
80.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
80.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
79.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
79.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
76.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
76.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
73.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
73.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
71.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
67.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
67.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
65.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
62.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
61.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
60.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
59.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
56.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
54.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
54.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
54.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
52.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
52.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
52.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
44.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
42.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
38.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
33.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
26.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
NDUFA10 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
53.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
150.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
136.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
128.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
127.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
126.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
118.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
117.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
115.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
103.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
99.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
98.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
98.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
97.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
97.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
97.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
93.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
93.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
92.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
92.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
91.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
90.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
90.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
90.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
89.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
87.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
87.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
87.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
86.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
86.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
85.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
85.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
84.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
84.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
84.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
83.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
82.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
81.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
81.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
81.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
81.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
80.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
79.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
79.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
79.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
79.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
78.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
78.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
78.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
78.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
78.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
77.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
76.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
76.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
75.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
75.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
75.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
75.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
75.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
74.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
74.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
74.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
74.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
74.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
73.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
73.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
73.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
73.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
72.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
72.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
71.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
71.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
71.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
71.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
71.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
71.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
70.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
70.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
70.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
70.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
70.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
70.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
70.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
70.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
69.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
69.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
69.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
69.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
69.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
69.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
69.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
68.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
68.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
68.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
68.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
67.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
67.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
67.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
67.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
67.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
67.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
67.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
67.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
66.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
66.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
66.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
66.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
66.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
66.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
66.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
65.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
65.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
65.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
65.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
65.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
65.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
65.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
65.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
64.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
64.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
64.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
64.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
64.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
64.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
64.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
63.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
63.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
63.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
63.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
63.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
63.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
63.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
63.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
63.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
62.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
62.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
62.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
62.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
62.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
62.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
61.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
61.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
61.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
61.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
61.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
61.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
61.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
61.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
60.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
60.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
60.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
60.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
60.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
60.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
60.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
60.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
60.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
60.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
60.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
60.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
60.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
60.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
59.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
59.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
59.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
59.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
59.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
59.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
59.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
59.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
59.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
59.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
59.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
59.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
59.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
59.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
59.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
59.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
59.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
58.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
58.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
58.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
58.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
58.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
58.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
58.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
58.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
58.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
58.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
58.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
58.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
57.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
57.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
57.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
57.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
57.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
57.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
57.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
57.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
57.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
57.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
57.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
56.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
56.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
56.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
56.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
56.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
56.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
56.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
56.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
56.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
56.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
55.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
55.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
55.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
55.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
55.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
55.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
55.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
55.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
55.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
54.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
54.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
54.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
54.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
54.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
54.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
53.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
53.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
53.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
53.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
53.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
53.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
53.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
53.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
53.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
53.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
52.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
52.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
52.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
52.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
52.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
52.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
52.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
52.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
52.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
51.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
51.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
51.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
51.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
51.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
51.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
51.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
51.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
51.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
51.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
51.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
51.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
51.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
50.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
50.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
50.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
50.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
50.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
50.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
50.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
50.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
50.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
50.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
50.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
50.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
50.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
49.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
49.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
49.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
49.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
49.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
49.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
49.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
49.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
49.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
49.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
49.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
49.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
49.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
49.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
49.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
49.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
49.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
49.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
48.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
48.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
48.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
48.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
48.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
48.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
48.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
48.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
48.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
47.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
47.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
47.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
47.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
47.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
47.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
47.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
47.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
47.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
47.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
46.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
46.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
46.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
46.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
46.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
46.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
46.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
46.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
46.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
46.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
46.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
46.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
45.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
45.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
45.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
45.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
45.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
45.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
45.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
44.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
44.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
44.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
44.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
44.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
44.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
43.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
43.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
43.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
43.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
43.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
43.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
43.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
43.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
43.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
42.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
42.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
42.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
42.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
42.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
42.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
42.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
42.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
42.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
42.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
41.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
41.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
41.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
41.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
41.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
41.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
41.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
41.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
40.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
40.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
40.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
40.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
40.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
40.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
40.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
39.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
39.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
39.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
39.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
39.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
39.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
38.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
38.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
38.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
38.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
38.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
38.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
38.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
38.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
37.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
37.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
37.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
37.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
37.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
37.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
36.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
36.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
36.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
36.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
36.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
35.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
35.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
35.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
35.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
35.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
35.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
35.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
34.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
34.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
34.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
34.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
34.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
33.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
33.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
33.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
33.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
33.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
32.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
32.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
32.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
31.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
31.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
30.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
30.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
30.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
29.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
28.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
27.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
27.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
27.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
25.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
24.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
23.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
23.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
23.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
22.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
21.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
17.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.6
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.
NDUFA10 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
64.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
141.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
127.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
122.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
117.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
110.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
107.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
95.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
92.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
89.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
88.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
84.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
81.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
80.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
79.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
79.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
79.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
78.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
77.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
77.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
76.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
75.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
75.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
75.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
75.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
74.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
74.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
73.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
71.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
70.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
69.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
69.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
68.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
68.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
67.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
67.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
66.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
66.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
65.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
65.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
65.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
65.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
65.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
64.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
64.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
63.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
62.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
62.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
62.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
61.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
61.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
61.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
61.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
59.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
59.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
59.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
59.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
57.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
57.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
56.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
56.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
56.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
55.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
55.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
55.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
55.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
55.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
54.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
53.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
53.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
53.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
51.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
50.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
50.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
49.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
49.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
49.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
48.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
48.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
47.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
47.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
46.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
42.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
40.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
40.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
34.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
33.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
31.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
25.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
NDUFA10 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
81.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
247.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
239.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
222.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
212.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
200.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
194.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
194.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
190.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
181.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
175.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
175.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
160.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
159.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
156.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
153.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
151.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
150.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
144.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
142.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
142.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
141.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
134.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
134.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
132.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
130.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
128.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
127.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
127.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
126.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
125.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
125.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
124.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
123.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
123.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
122.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
122.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
122.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
122.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
118.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
118.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
118.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
118.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
116.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
115.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
113.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
113.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
111.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
109.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
108.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
108.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
108.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
108.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
107.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
105.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
104.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
104.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
104.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
104.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
102.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
102.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
101.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
101.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
99.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
99.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
98.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
98.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
97.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
97.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
97.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
96.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
96.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
96.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
95.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
95.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
95.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
95.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
94.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
93.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
93.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
93.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
93.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
93.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
92.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
91.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
90.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
90.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
90.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
90.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
89.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
89.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
89.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
88.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
88.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
88.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
87.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
87.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
87.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
86.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
86.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
85.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
85.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
85.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
84.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
84.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
83.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
82.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
81.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
81.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
81.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
81.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
81.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
81.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
81.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
81.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
80.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
79.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
78.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
78.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
78.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
78.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
78.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
78.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
77.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
77.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
76.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
75.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
75.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
75.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
75.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
75.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
75.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
74.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
74.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
73.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
73.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
73.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
73.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
73.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
73.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
72.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
72.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
72.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
72.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
72.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
72.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
72.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
72.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
71.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
71.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
71.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
71.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
70.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
70.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
70.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
70.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
70.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
69.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
69.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
68.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
68.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
68.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
67.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
67.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
67.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
67.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
66.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
65.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
65.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
64.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
64.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
64.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
64.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
64.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
64.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
64.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
63.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
63.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
63.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
63.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
62.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
62.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
62.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
62.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
62.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
62.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
61.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
61.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
61.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
61.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
61.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
61.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
61.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
61.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
61.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
60.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
59.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
59.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
58.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
58.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
58.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
58.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
58.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
57.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
56.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
56.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
56.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
55.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
55.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
54.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
54.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
54.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
54.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
54.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
54.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
53.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
53.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
53.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
53.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
52.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
52.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
51.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
51.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
51.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
50.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
50.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
50.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
49.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
48.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
48.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
48.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
47.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
47.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
47.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
47.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
46.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
46.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
45.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
45.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
44.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
44.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
43.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
43.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
43.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
43.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
42.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
41.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
41.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
41.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
40.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
40.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
40.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
38.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
33.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
30.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
28.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
24.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
24.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
9.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012770003
Normal
1.3
CPT0065450001
Normal
1.1
CPT0020130001
Normal
1.1
CPT0077140001
Normal
1.1
CPT0079430001
Normal
1.1
CPT0092740003
Normal
1.1
CPT0069010001
Normal
1.1
CPT0089480003
Normal
1.1
CPT0009080003
Normal
1.1
CPT0000790001
Normal
1.0
CPT0079000001
Normal
1.0
CPT0007870001
Normal
1.0
CPT0066430001
Normal
1.0
CPT0088640003
Normal
1.0
CPT0006950001
Normal
1.0
CPT0077500001
Normal
1.0
CPT0078670001
Normal
1.0
CPT0092800003
Normal
0.9
CPT0088780001
Normal
0.9
CPT0064400001
Normal
0.9
CPT0012570003
Normal
0.9
CPT0023710001
Normal
0.9
CPT0012090003
Normal
0.9
CPT0025610001
Normal
0.9
CPT0001350001
Normal
0.9
CPT0025920001
Normal
0.9
CPT0078840001
Normal
0.9
CPT0006730001
Normal
0.9
CPT0087050003
Normal
0.9
CPT0023360001
Normal
0.9
CPT0026420001
Normal
0.9
CPT0082010001
Normal
0.9
CPT0078940001
Normal
0.9
CPT0010170001
Normal
0.8
CPT0086890003
Normal
0.8
CPT0076350001
Normal
0.8
CPT0025060001
Normal
0.8
CPT0088920001
Normal
0.8
CPT0092310003
Normal
0.8
CPT0020020001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0089040001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0017450001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0009020003
Normal
0.8
CPT0014350001
Normal
0.7
CPT0001510001
Normal
0.7
CPT0001230001
Normal
0.7
CPT0001550001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0086970003
Normal
0.7
CPT0086370003
Normal
0.7
CPT0013790003
Normal
0.7
CPT0086830003
Normal
0.7
CPT0063330001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0012640003
Normal
0.6
CPT0014130001
Normal
0.6
CPT0002370001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0019160001
Normal
0.5
CPT0079300001
Normal
0.5
CPT0069190001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0066520001
Normal
0.5
CPT0088570001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0001190001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0000660001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0006530001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0014470001
Normal
0.2
CPT0079510001
Normal
0.1
CPT0075170001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0001270001
Normal
-0.2
CPT0002270011
Tumor
-0.4
CPT0092190003
Normal
-0.7
CPT0025170003
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0088550004
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0001500009
Tumor
-0.8
CPT0065810003
Tumor
-0.9
CPT0078510003
Tumor
-0.9
CPT0075720003
Tumor
-0.9
CPT0079180003
Tumor
-0.9
CPT0019990003
Tumor
-0.9
CPT0086360003
Tumor
-1.0
CPT0088690003
Tumor
-1.0
CPT0011410003
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0001220008
Tumor
-1.0
CPT0089020003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0077310003
Tumor
-1.1
CPT0012900004
Tumor
-1.1
CPT0092290003
Tumor
-1.1
CPT0014450004
Tumor
-1.1
CPT0014160003
Tumor
-1.1
CPT0065430003
Tumor
-1.1
CPT0012280003
Tumor
-1.1
CPT0066470004
Tumor
-1.1
CPT0017850003
Tumor
-1.1
CPT0064370003
Tumor
-1.1
CPT0092160003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0069160003
Tumor
-1.2
CPT0078660003
Tumor
-1.2
CPT0006900003
Tumor
-1.2
CPT0012180003
Tumor
-1.2
CPT0066480003
Tumor
-1.2
CPT0078990003
Tumor
-1.2
CPT0025880003
Tumor
-1.2
CPT0092790003
Tumor
-1.2
CPT0063630003
Tumor
-1.2
CPT0015910003
Tumor
-1.2
CPT0092730003
Tumor
-1.2
CPT0079480003
Tumor
-1.3
CPT0001540009
Tumor
-1.3
CPT0012670003
Tumor
-1.3
CPT0069000003
Tumor
-1.3
CPT0087040003
Tumor
-1.3
CPT0071150004
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0081990003
Tumor
-1.3
CPT0077110003
Tumor
-1.3
CPT0012080003
Tumor
-1.3
CPT0000870016
Tumor
-1.3
CPT0002350011
Tumor
-1.3
CPT0007860003
Tumor
-1.3
CPT0006630003
Tumor
-1.3
CPT0010110003
Tumor
-1.3
CPT0079410003
Tumor
-1.3
CPT0079270003
Tumor
-1.3
CPT0021240003
Tumor
-1.3
CPT0078830003
Tumor
-1.3
CPT0011240003
Tumor
-1.4
CPT0065870003
Tumor
-1.4
CPT0078800003
Tumor
-1.4
CPT0019130003
Tumor
-1.4
CPT0088480003
Tumor
-1.4
CPT0026410003
Tumor
-1.4
CPT0025580004
Tumor
-1.4
CPT0078930003
Tumor
-1.4
CPT0075130003
Tumor
-1.4
CPT0001180009
Tumor
-1.4
CPT0077490003
Tumor
-1.4
CPT0006440003
Tumor
-1.4
CPT0076330003
Tumor
-1.5
CPT0012550003
Tumor
-1.5
CPT0007320003
Tumor
-1.5
CPT0023350003
Tumor
-1.5
CPT0000780007
Tumor
-1.5
CPT0020120003
Tumor
-1.5
CPT0010160003
Tumor
-1.5
CPT0086820003
Tumor
-1.5
CPT0084560003
Tumor
-1.5
CPT0081600003
Tumor
-1.5
CPT0025350003
Tumor
-1.5
CPT0079380003
Tumor
-1.5
CPT0025290003
Tumor
-1.6
CPT0089460004
Tumor
-1.6
CPT0088630003
Tumor
-1.6
CPT0014370004
Tumor
-1.6
CPT0012370003
Tumor
-1.6
CPT0065690003
Tumor
-1.6
CPT0009060003
Tumor
-1.6
CPT0088900003
Tumor
-1.7
CPT0065930003
Tumor
-1.7
CPT0086950003
Tumor
-1.7
CPT0024670003
Tumor
-1.7
CPT0025110003
Tumor
-1.7
CPT0086870003
Tumor
-1.7
CPT0015730003
Tumor
-1.8
CPT0065750003
Tumor
-1.8
CPT0079230003
Tumor
-1.8
CPT0085670003
Tumor
-1.8
CPT0001260009
Tumor
-1.8
CPT0009000003
Tumor
-1.8
CPT0015810003
Tumor
-1.8
CPT0000640003
Tumor
-2.0
CPT0086030003
Tumor
-2.1
CPT0081880003
Tumor
-2.1
CPT0001340003
Tumor
-2.1
CPT0025230003
Tumor
-2.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
