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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.
PFKFB3 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
14.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
73.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
64.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
56.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
48.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
33.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
32.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
31.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
29.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
24.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
22.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
20.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
17.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
16.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
12.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
7.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
4.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.8
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.
PFKFB3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
68.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
340.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
284.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
284.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
234.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
227.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
226.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
212.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
210.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
208.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
201.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
197.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
191.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
184.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
181.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
174.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
172.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
170.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
165.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
160.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
159.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
155.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
153.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
153.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
152.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
151.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
147.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
146.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
145.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
145.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
144.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
137.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
133.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
133.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
130.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
129.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
129.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
128.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
128.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
128.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
127.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
126.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
126.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
126.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
126.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
126.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
124.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
123.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
123.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
123.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
122.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
122.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
122.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
121.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
118.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
118.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
118.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
117.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
116.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
116.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
116.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
116.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
116.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
116.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
115.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
115.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
115.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
115.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
114.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
114.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
113.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
112.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
112.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
111.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
111.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
110.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
109.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
108.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
106.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
106.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
104.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
103.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
103.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
103.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
103.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
103.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
102.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
102.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
102.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
102.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
102.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
101.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
101.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
101.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
101.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
101.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
101.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
101.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
101.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
100.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
100.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
99.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
98.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
97.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
96.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
96.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
96.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
95.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
95.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
95.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
95.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
95.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
94.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
94.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
92.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
92.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
91.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
91.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
91.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
91.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
91.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
91.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
90.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
90.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
90.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
90.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
90.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
89.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
89.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
89.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
89.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
88.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
88.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
87.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
87.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
87.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
87.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
87.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
87.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
86.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
86.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
86.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
86.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
85.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
84.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
84.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
83.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
83.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
83.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
83.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
83.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
83.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
82.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
82.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
82.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
82.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
82.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
81.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
81.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
80.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
80.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
80.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
79.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
79.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
79.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
79.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
78.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
78.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
78.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
77.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
77.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
77.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
77.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
76.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
76.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
76.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
75.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
75.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
75.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
74.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
74.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
74.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
74.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
73.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
73.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
72.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
72.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
72.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
72.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
72.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
72.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
72.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
71.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
71.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
71.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
71.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
70.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
70.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
70.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
70.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
70.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
69.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
69.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
69.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
69.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
69.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
69.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
69.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
69.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
68.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
68.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
68.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
68.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
68.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
68.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
68.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
67.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
67.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
67.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
66.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
66.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
66.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
66.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
65.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
65.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
65.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
65.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
65.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
65.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
65.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
65.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
65.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
65.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
64.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
64.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
64.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
64.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
64.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
64.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
64.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
64.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
63.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
63.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
62.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
62.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
61.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
61.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
61.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
60.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
60.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
60.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
60.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
60.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
60.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
60.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
60.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
60.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
60.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
60.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
60.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
60.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
59.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
59.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
59.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
59.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
59.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
58.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
58.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
58.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
58.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
58.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
58.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
58.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
58.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
57.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
57.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
57.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
57.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
56.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
56.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
56.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
56.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
55.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
55.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
55.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
55.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
54.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
54.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
54.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
54.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
54.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
54.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
54.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
53.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
53.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
53.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
53.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
53.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
53.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
53.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
53.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
52.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
52.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
51.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
51.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
51.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
51.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
51.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
51.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
51.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
50.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
50.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
50.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
50.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
50.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
50.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
50.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
50.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
50.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
50.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
49.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
49.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
49.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
49.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
49.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
49.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
49.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
49.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
48.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
48.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
48.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
48.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
48.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
48.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
48.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
48.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
47.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
47.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
47.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
47.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
47.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
46.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
46.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
46.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
45.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
45.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
45.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
45.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
45.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
44.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
44.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
44.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
44.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
44.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
44.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
43.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
43.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
42.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
42.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
42.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
42.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
41.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
41.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
41.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
41.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
40.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
40.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
40.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
40.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
40.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
39.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
39.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
39.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
39.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
39.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
38.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
38.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
38.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
38.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
37.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
37.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
36.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
36.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
36.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
36.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
36.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
36.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
36.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
36.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
35.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
34.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
34.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
34.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
34.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
33.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
33.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
32.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
32.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
32.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
32.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
32.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
31.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
30.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
29.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
29.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
29.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
29.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
28.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
27.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
27.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
27.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
27.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
26.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
26.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
26.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
26.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
25.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
25.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
24.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
23.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
22.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
18.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
15.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
PFKFB3 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
107.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
375.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
342.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
268.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
233.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
232.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
232.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
225.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
222.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
208.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
190.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
187.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
173.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
171.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
164.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
163.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
162.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
158.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
148.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
147.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
140.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
135.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
135.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
134.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
131.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
129.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
129.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
129.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
124.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
121.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
121.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
117.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
115.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
110.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
109.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
107.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
107.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
107.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
106.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
105.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
105.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
104.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
103.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
103.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
102.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
102.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
101.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
101.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
100.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
95.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
92.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
91.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
91.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
91.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
90.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
90.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
88.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
88.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
87.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
87.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
86.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
83.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
81.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
80.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
79.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
78.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
77.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
75.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
75.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
74.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
72.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
72.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
71.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
70.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
70.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
70.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
68.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
66.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
64.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
62.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
60.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
58.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
58.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
55.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
53.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
53.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
52.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
48.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
48.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
41.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
37.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
25.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
PFKFB3 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
36.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
281.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
264.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
262.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
249.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
239.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
228.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
184.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
180.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
161.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
139.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
138.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
125.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
124.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
113.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
112.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
109.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
103.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
98.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
96.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
96.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
96.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
93.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
85.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
85.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
77.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
75.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
73.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
72.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
72.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
72.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
71.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
71.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
70.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
69.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
69.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
69.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
68.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
67.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
66.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
66.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
65.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
64.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
64.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
63.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
63.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
62.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
62.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
61.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
61.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
61.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
61.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
59.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
59.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
58.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
57.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
56.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
55.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
55.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
54.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
54.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
53.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
52.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
52.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
51.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
51.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
51.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
50.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
47.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
47.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
46.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
44.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
43.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
43.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
42.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
41.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
41.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
40.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
39.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
39.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
39.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
39.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
38.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
38.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
36.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
35.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
35.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
34.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
34.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
34.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
33.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
31.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
30.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
30.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
30.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
30.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
29.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
29.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
28.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
28.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
26.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
26.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
25.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
25.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
23.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
23.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
23.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
20.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
20.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
19.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
19.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
17.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
16.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
15.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
15.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
14.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
13.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
11.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
8.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
7.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
6.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
5.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
4.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
3.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
0.9
CPT0001340003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0079510001
Normal
0.6
CPT0079380003
Tumor
0.5
CPT0012640003
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0007860003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0063330001
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0069190001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0088920001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0017450001
Normal
0.3
CPT0092190003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0026420001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0076330003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0086970003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0089480003
Normal
0.0
CPT0025610001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0079000001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0017850003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0000790001
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0088690003
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0086950003
Tumor
-0.3
CPT0065450001
Normal
-0.3
CPT0011240003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0063320003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0021240003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0012770003
Normal
-0.5
CPT0009000003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0025880003
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0025350003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0019990003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0014450004
Tumor
-0.7
CPT0079180003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
