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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.
MAF1 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
110.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
416.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
242.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
235.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
226.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
222.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
187.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
185.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
178.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
177.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
166.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
157.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
156.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
153.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
147.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
141.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
130.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
128.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
124.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
124.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
121.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
120.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
117.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
104.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
103.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
102.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
102.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
100.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
99.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
99.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
98.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
92.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
90.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
90.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
89.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
89.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
87.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
85.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
85.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
85.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
84.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
83.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
83.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
83.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
81.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
80.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
78.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
78.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
76.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
71.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
71.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
68.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
63.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
62.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
61.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
59.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
59.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
53.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
48.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
45.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
45.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
44.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
42.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
33.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 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.
MAF1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
90.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
171.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
170.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
166.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
165.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
160.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
153.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
152.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
150.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
149.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
143.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
143.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
138.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
137.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
136.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
134.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
133.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
133.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
133.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
131.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
131.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
130.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
129.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
129.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
128.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
128.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
128.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
127.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
127.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
127.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
127.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
127.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
125.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
125.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
124.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
124.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
123.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
123.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
123.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
123.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
121.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
121.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
121.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
120.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
120.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
120.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
119.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
119.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
119.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
118.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
118.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
117.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
117.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
117.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
117.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
117.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
117.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
116.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
116.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
115.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
115.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
115.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
115.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
115.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
115.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
115.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
115.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
114.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
114.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
114.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
114.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
114.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
113.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
113.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
113.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
113.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
113.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
112.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
112.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
112.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
112.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
112.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
111.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
111.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
111.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
111.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
110.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
110.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
110.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
110.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
110.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
110.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
110.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
110.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
110.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
110.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
110.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
110.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
109.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
109.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
109.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
108.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
108.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
108.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
108.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
108.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
107.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
107.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
107.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
107.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
107.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
107.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
107.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
107.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
107.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
107.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
107.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
107.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
106.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
106.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
106.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
106.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
106.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
106.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
106.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
106.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
105.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
105.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
105.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
105.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
105.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
105.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
105.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
105.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
105.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
105.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
105.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
104.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
104.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
104.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
104.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
104.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
103.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
103.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
103.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
103.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
103.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
103.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
103.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
103.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
103.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
103.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
103.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
103.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
102.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
102.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
102.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
102.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
102.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
102.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
102.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
102.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
102.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
102.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
101.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
101.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
101.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
101.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
101.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
101.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
101.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
101.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
101.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
101.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
100.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
100.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
100.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
100.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
100.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
100.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
100.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
100.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
100.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
100.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
100.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
100.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
99.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
99.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
99.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
99.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
99.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
99.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
99.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
99.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
99.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
99.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
99.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
98.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
98.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
98.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
98.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
98.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
98.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
98.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
97.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
97.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
97.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
97.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
97.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
97.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
97.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
97.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
96.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
96.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
96.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
96.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
96.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
96.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
96.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
96.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
96.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
96.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
95.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
95.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
95.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
95.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
95.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
95.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
95.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
95.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
95.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
95.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
94.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
94.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
94.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
94.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
94.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
94.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
94.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
94.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
93.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
93.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
93.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
93.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
93.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
93.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
93.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
93.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
93.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
93.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
92.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
92.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
92.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
92.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
92.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
92.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
91.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
91.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
91.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
91.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
91.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
90.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
90.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
90.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
90.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
90.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
89.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
89.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
89.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
89.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
89.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
89.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
89.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
89.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
89.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
89.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
89.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
88.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
88.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
88.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
88.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
88.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
88.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
88.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
87.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
87.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
87.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
87.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
87.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
87.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
87.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
87.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
87.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
87.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
87.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
87.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
86.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
86.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
86.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
86.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
86.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
86.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
85.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
85.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
85.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
85.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
85.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
85.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
84.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
84.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
84.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
84.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
84.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
84.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
84.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
84.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
84.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
83.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
83.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
83.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
83.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
83.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
83.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
83.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
83.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
82.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
82.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
82.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
82.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
82.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
82.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
82.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
82.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
82.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
82.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
82.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
81.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
81.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
81.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
81.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
81.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
81.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
81.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
81.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
80.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
80.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
80.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
80.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
80.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
80.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
80.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
80.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
79.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
79.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
79.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
79.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
79.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
79.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
79.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
79.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
79.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
79.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
79.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
79.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
79.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
78.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
78.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
78.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
78.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
78.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
78.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
78.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
78.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
78.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
78.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
77.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
77.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
76.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
76.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
76.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
76.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
75.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
75.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
75.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
75.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
75.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
75.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
75.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
75.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
75.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
75.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
75.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
74.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
74.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
74.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
74.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
74.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
74.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
74.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
74.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
74.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
73.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
73.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
73.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
72.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
72.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
71.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
71.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
71.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
71.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
70.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
70.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
70.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
70.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
70.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
70.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
69.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
69.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
69.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
69.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
69.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
69.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
69.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
68.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
68.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
68.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
68.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
68.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
68.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
67.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
67.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
67.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
67.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
67.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
67.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
67.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
67.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
67.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
67.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
66.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
66.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
66.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
66.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
65.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
65.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
65.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
65.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
64.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
64.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
64.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
64.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
64.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
64.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
64.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
63.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
63.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
63.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
63.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
63.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
63.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
63.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
62.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
62.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
62.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
61.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
61.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
61.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
61.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
61.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
61.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
60.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
60.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
59.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
59.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
59.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
58.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
58.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
58.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
57.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
57.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
56.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
55.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
54.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
54.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
54.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
53.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
53.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
53.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
52.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
52.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
52.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
51.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
50.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
50.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
50.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
49.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
49.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
48.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
48.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
47.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
47.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
47.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
47.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
44.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
44.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
44.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
43.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
43.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
39.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
38.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
34.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAF1 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
86.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
175.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
142.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
127.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
118.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
114.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
113.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
113.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
112.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
112.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
111.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
108.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
106.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
104.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
104.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
104.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
102.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
102.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
101.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
101.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
101.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
101.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
100.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
100.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
99.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
98.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
96.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
96.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
95.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
94.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
94.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
94.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
94.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
93.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
92.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
92.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
92.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
92.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
92.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
92.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
91.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
89.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
89.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
88.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
88.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
88.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
88.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
87.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
86.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
85.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
85.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
84.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
84.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
84.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
83.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
83.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
83.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
82.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
82.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
82.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
82.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
81.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
81.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
80.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
80.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
80.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
78.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
78.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
78.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
77.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
77.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
77.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
77.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
75.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
75.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
74.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
72.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
70.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
70.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
69.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
69.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
67.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
67.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
66.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
65.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
64.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
64.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
63.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
62.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
61.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
60.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
57.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
56.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
55.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
55.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
54.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
MAF1 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
109.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
373.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
299.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
292.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
281.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
252.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
232.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
227.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
225.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
222.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
212.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
210.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
200.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
195.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
195.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
191.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
189.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
189.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
184.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
182.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
180.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
179.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
178.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
177.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
174.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
174.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
171.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
169.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
166.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
165.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
163.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
161.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
161.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
161.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
156.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
151.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
151.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
151.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
151.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
150.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
146.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
146.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
146.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
145.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
145.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
144.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
143.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
143.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
143.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
141.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
141.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
139.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
138.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
138.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
138.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
137.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
135.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
134.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
133.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
132.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
132.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
132.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
132.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
131.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
131.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
129.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
129.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
128.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
128.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
127.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
126.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
126.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
126.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
126.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
124.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
124.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
124.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
123.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
123.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
123.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
122.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
122.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
122.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
121.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
121.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
120.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
118.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
117.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
117.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
117.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
116.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
116.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
115.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
115.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
115.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
115.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
115.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
113.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
113.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
113.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
112.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
112.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
112.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
111.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
110.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
110.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
110.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
109.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
108.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
108.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
108.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
108.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
107.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
107.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
106.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
106.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
105.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
105.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
105.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
105.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
105.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
105.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
105.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
104.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
104.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
104.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
104.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
104.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
103.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
103.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
103.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
103.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
101.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
101.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
101.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
100.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
100.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
100.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
100.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
99.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
99.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
99.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
99.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
99.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
98.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
98.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
97.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
97.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
96.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
96.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
96.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
95.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
95.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
95.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
95.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
95.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
94.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
94.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
94.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
94.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
94.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
93.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
93.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
93.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
93.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
92.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
92.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
92.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
92.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
92.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
91.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
91.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
91.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
90.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
90.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
90.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
90.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
90.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
89.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
89.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
88.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
88.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
88.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
88.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
87.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
87.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
87.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
87.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
86.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
86.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
86.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
86.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
86.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
85.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
85.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
85.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
85.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
85.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
85.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
84.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
83.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
83.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
83.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
83.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
83.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
83.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
83.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
82.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
82.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
81.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
81.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
81.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
81.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
80.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
80.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
79.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
79.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
79.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
79.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
78.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
78.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
78.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
77.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
77.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
77.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
77.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
76.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
76.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
76.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
76.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
76.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
75.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
75.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
74.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
74.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
73.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
73.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
72.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
72.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
71.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
71.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
71.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
71.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
71.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
71.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
70.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
70.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
69.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
69.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
69.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
68.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
68.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
68.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
67.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
67.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
66.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
65.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
64.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
63.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
63.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
61.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
61.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
60.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
60.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
59.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
58.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
57.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
56.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
55.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
55.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
54.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
52.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
52.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
49.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
48.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
46.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
43.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
42.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
41.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
40.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0014450004
Tumor
0.8
CPT0069160003
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0078990003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0012550003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0081620001
Normal
0.5
CPT0079270003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0017410003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0063320003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0026410003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0000870016
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0075570001
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0012280003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0000640003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0000660001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0069000003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0079410003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0001260009
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0014130001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0065750003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0086030003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0077140001
Normal
-0.4
CPT0089460004
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0001340003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0078660003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0088760003
Tumor
-0.7
CPT0078930003
Tumor
-0.8
CPT0023690003
Tumor
-0.8
CPT0092790003
Tumor
-0.9
CPT0001500009
Tumor
-0.9
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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
