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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.
BAX 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
51.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
161.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
153.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
126.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
113.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
108.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
101.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
91.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
90.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
83.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
75.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
74.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
68.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
67.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
64.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
62.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
61.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
60.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
58.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
57.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
57.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
57.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
56.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
55.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
55.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
54.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
54.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
53.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
51.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
50.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
49.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
44.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
44.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
42.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
41.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
40.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
39.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
39.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
37.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
36.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
36.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
35.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
35.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
34.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
34.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
33.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
33.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
32.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
31.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
30.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
30.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
29.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
28.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
24.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
24.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
21.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BAX is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
78.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
201.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
193.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
177.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
162.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
161.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
154.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
153.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
152.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
148.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
147.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
144.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
143.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
143.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
143.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
138.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
137.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
136.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
135.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
134.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
133.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
133.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
133.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
131.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
131.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
130.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
130.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
130.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
129.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
129.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
129.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
129.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
129.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
129.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
129.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
128.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
127.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
127.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
127.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
127.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
127.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
126.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
123.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
123.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
122.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
121.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
121.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
119.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
118.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
117.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
116.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
116.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
115.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
115.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
114.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
114.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
114.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
114.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
113.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
113.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
113.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
113.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
113.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
113.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
112.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
112.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
112.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
111.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
110.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
110.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
110.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
110.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
110.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
109.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
109.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
109.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
109.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
109.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
109.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
109.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
108.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
108.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
108.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
108.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
108.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
107.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
107.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
107.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
107.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
106.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
106.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
106.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
106.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
106.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
106.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
105.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
105.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
105.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
105.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
105.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
104.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
104.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
104.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
104.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
103.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
103.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
103.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
102.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
101.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
101.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
101.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
101.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
100.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
100.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
100.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
100.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
99.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
99.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
99.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
98.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
98.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
98.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
98.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
97.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
97.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
97.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
97.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
97.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
97.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
96.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
96.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
96.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
96.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
95.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
95.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
94.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
94.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
94.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
93.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
93.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
93.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
93.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
93.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
93.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
93.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
93.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
92.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
92.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
92.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
92.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
91.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
91.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
91.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
91.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
91.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
91.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
90.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
90.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
90.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
90.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
90.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
90.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
89.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
89.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
89.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
89.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
89.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
88.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
88.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
88.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
88.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
88.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
88.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
87.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
87.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
87.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
86.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
86.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
86.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
86.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
86.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
85.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
85.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
85.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
85.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
85.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
85.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
84.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
84.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
84.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
84.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
83.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
83.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
83.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
83.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
83.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
83.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
83.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
83.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
83.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
82.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
82.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
82.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
82.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
82.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
82.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
81.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
81.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
81.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
81.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
81.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
81.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
81.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
81.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
81.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
81.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
81.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
80.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
80.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
80.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
80.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
80.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
80.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
80.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
80.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
80.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
80.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
79.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
79.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
79.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
79.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
79.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
79.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
79.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
79.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
79.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
78.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
78.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
78.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
78.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
78.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
78.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
77.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
77.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
77.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
77.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
77.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
77.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
77.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
76.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
76.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
76.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
76.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
76.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
76.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
76.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
76.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
76.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
76.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
76.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
75.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
75.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
75.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
75.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
75.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
75.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
75.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
75.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
75.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
75.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
75.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
74.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
74.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
73.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
73.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
73.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
73.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
73.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
73.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
72.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
72.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
72.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
72.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
72.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
72.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
72.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
71.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
71.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
71.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
71.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
71.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
71.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
71.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
70.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
70.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
70.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
70.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
70.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
70.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
70.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
70.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
70.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
69.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
69.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
69.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
69.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
68.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
68.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
68.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
68.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
68.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
68.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
68.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
68.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
68.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
68.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
68.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
68.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
68.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
67.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
67.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
67.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
67.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
67.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
67.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
67.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
66.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
66.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
66.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
66.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
66.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
65.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
65.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
65.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
65.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
65.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
64.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
64.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
64.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
64.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
64.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
64.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
64.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
64.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
64.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
63.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
63.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
63.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
63.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
63.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
63.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
63.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
63.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
63.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
63.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
62.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
62.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
62.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
62.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
62.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
62.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
62.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
61.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
61.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
61.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
61.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
61.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
61.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
61.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
60.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
60.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
60.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
60.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
60.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
60.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
60.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
60.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
60.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
59.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
59.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
59.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
59.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
59.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
58.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
58.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
58.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
58.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
58.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
58.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
57.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
57.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
57.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
57.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
57.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
56.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
55.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
55.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
55.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
55.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
55.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
55.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
55.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
54.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
54.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
54.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
54.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
54.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
53.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
53.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
53.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
53.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
53.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
52.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
52.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
52.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
52.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
52.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
52.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
51.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
51.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
50.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
50.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
50.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
50.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
50.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
50.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
50.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
49.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
49.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
49.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
49.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
48.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
48.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
48.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
48.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
47.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
47.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
47.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
46.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
46.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
45.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
45.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
45.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
45.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
44.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
44.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
44.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
43.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
43.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
43.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
43.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
43.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
43.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
42.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
42.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
41.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
41.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
41.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
39.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
39.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
39.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
39.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
38.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
38.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
38.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
37.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
37.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
37.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
37.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
37.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
37.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
37.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
36.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
34.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
33.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
33.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
32.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
31.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
30.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
30.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
29.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
28.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
27.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
26.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
25.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
25.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
22.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
22.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
18.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
BAX 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
93.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
191.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
170.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
167.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
155.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
149.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
144.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
138.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
137.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
136.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
134.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
132.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
129.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
128.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
126.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
122.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
122.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
122.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
121.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
118.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
118.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
117.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
113.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
112.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
111.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
108.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
106.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
106.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
105.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
105.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
105.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
104.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
103.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
103.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
102.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
101.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
100.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
99.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
98.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
98.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
97.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
97.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
97.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
96.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
95.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
94.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
94.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
93.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
91.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
91.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
90.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
90.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
90.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
89.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
87.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
87.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
86.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
86.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
85.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
84.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
83.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
83.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
81.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
81.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
80.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
79.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
77.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
76.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
76.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
75.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
74.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
74.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
74.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
73.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
73.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
73.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
71.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
71.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
71.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
70.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
68.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
68.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
68.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
68.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
68.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
66.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
65.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
64.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
64.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
63.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
63.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
61.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
61.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
61.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
60.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
57.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
52.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
50.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
47.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
42.5
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.
BAX 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
119.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
363.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
298.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
278.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
268.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
267.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
260.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
255.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
245.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
240.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
236.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
236.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
232.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
229.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
223.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
216.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
208.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
206.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
203.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
202.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
198.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
197.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
197.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
196.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
196.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
195.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
192.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
192.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
190.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
189.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
189.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
188.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
187.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
187.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
186.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
185.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
183.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
181.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
179.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
174.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
171.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
171.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
170.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
168.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
168.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
167.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
167.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
167.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
166.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
166.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
165.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
163.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
163.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
163.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
162.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
161.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
159.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
158.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
157.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
156.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
156.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
155.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
155.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
154.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
154.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
154.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
153.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
153.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
152.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
152.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
150.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
150.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
149.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
148.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
147.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
145.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
145.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
144.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
143.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
143.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
143.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
141.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
141.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
140.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
140.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
139.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
139.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
139.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
139.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
138.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
138.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
137.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
137.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
137.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
137.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
136.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
136.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
135.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
135.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
133.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
133.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
132.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
131.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
130.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
130.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
129.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
129.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
129.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
129.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
129.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
128.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
128.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
128.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
127.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
127.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
127.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
126.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
125.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
124.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
124.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
123.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
122.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
122.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
122.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
121.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
120.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
119.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
119.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
118.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
118.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
116.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
116.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
115.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
115.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
114.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
114.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
113.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
113.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
112.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
112.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
112.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
112.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
111.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
111.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
111.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
111.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
109.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
109.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
108.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
107.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
107.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
107.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
107.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
106.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
106.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
105.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
105.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
105.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
104.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
103.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
103.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
102.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
102.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
102.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
102.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
101.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
101.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
101.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
101.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
101.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
100.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
100.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
99.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
99.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
99.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
99.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
98.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
97.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
97.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
97.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
97.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
96.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
96.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
95.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
95.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
95.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
95.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
94.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
94.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
93.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
93.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
92.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
91.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
91.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
90.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
90.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
90.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
90.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
90.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
89.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
89.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
89.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
87.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
87.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
87.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
86.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
85.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
85.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
84.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
84.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
84.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
84.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
84.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
84.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
83.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
83.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
82.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
82.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
81.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
81.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
81.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
81.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
80.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
79.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
78.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
76.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
74.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
73.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
73.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
71.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
71.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
71.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
70.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
69.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
68.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
68.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
68.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
67.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
67.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
67.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
66.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
66.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
65.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
64.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
63.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
63.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
63.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
62.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
62.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
59.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
58.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
58.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
56.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
56.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
55.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
52.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
50.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
50.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
50.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
48.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
48.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
47.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
45.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
45.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
45.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
45.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
44.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
43.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
41.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
40.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
39.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
38.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
37.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
33.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
33.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
6.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.0
CPT0012280003
Tumor
0.9
CPT0011410003
Tumor
0.9
CPT0021240003
Tumor
0.8
CPT0023350003
Tumor
0.8
CPT0079380003
Tumor
0.8
CPT0019130003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0001340003
Tumor
0.6
CPT0088690003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0012550003
Tumor
0.6
CPT0000640003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0002270011
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0010160003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0078800003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0092160003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0012900004
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0089040001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0025610001
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0069010001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0001230001
Normal
-0.5
CPT0077500001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0092310003
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0012770003
Normal
-0.6
CPT0002370001
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0079300001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0001510001
Normal
-0.6
CPT0019160001
Normal
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
