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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.
ERBB3 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
16.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
56.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
56.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
54.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
47.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
45.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
41.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
35.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
30.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
30.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
26.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
25.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
23.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
21.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
20.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
17.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
17.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
15.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
15.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
4.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
ERBB3 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
59.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
225.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
204.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
197.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
192.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
184.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
168.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
157.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
150.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
146.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
136.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
134.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
132.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
131.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
130.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
128.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
128.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
128.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
125.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
125.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
124.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
123.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
122.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
121.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
121.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
120.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
120.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
120.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
120.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
119.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
119.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
117.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
117.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
115.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
115.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
115.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
115.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
115.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
114.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
114.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
113.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
112.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
112.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
112.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
111.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
109.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
108.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
108.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
107.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
106.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
106.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
105.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
105.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
105.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
105.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
104.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
104.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
102.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
102.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
102.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
102.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
101.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
101.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
101.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
101.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
101.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
100.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
99.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
99.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
99.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
99.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
98.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
98.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
97.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
96.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
96.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
96.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
95.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
95.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
95.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
95.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
94.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
94.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
94.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
94.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
94.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
94.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
93.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
93.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
93.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
93.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
92.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
92.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
91.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
91.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
90.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
90.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
90.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
90.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
89.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
89.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
89.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
88.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
88.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
87.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
87.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
87.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
86.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
86.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
86.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
85.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
85.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
85.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
84.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
84.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
84.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
84.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
84.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
84.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
84.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
84.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
83.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
83.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
83.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
83.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
83.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
82.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
82.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
82.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
82.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
82.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
82.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
82.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
81.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
81.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
81.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
81.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
81.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
81.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
80.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
80.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
80.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
80.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
79.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
79.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
79.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
78.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
78.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
77.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
77.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
77.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
77.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
77.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
76.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
76.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
76.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
76.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
75.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
75.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
75.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
75.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
75.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
75.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
74.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
74.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
74.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
74.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
73.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
73.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
73.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
73.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
73.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
72.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
72.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
72.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
72.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
72.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
71.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
71.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
71.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
71.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
71.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
70.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
70.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
70.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
70.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
69.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
69.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
69.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
69.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
68.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
68.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
68.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
68.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
67.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
67.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
67.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
67.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
67.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
67.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
67.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
67.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
66.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
66.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
65.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
65.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
65.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
65.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
65.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
64.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
64.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
64.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
64.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
63.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
63.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
63.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
63.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
63.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
63.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
63.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
63.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
62.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
62.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
62.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
62.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
61.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
61.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
61.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
61.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
60.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
60.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
60.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
60.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
60.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
60.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
59.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
59.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
59.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
58.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
58.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
58.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
58.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
58.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
57.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
57.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
57.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
57.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
57.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
57.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
57.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
57.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
56.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
56.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
56.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
56.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
56.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
55.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
55.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
55.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
55.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
55.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
55.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
55.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
55.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
54.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
54.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
54.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
54.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
54.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
54.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
54.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
53.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
53.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
53.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
53.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
53.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
53.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
52.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
52.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
51.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
51.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
51.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
51.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
51.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
51.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
51.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
51.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
51.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
50.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
50.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
50.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
49.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
49.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
49.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
49.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
49.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
49.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
48.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
48.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
47.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
47.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
47.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
46.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
46.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
46.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
46.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
46.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
46.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
45.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
45.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
45.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
45.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
45.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
44.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
44.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
44.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
44.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
44.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
44.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
43.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
43.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
43.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
43.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
42.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
42.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
42.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
42.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
42.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
41.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
41.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
41.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
41.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
40.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
40.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
40.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
40.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
39.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
39.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
39.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
38.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
38.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
38.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
38.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
38.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
38.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
38.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
37.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
37.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
36.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
36.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
36.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
36.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
36.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
36.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
36.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
36.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
35.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
35.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
35.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
35.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
34.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
34.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
34.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
34.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
34.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
34.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
34.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
33.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
32.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
32.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
32.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
32.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
32.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
31.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
31.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
31.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
31.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
30.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
30.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
30.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
29.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
28.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
28.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
27.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
27.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
27.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
27.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
25.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
24.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
23.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
23.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
23.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
22.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
22.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
21.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
21.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
18.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
16.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 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.
ERBB3 is validated prognostic, high expression is favorable 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
69.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
215.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
164.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
158.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
152.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
140.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
138.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
133.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
132.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
129.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
126.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
122.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
117.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
116.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
116.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
115.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
114.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
114.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
113.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
113.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
111.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
107.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
105.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
103.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
99.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
96.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
95.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
91.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
91.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
91.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
89.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
85.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
84.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
83.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
83.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
83.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
79.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
78.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
75.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
74.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
72.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
70.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
69.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
68.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
66.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
65.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
65.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
63.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
62.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
62.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
61.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
59.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
58.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
58.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
57.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
56.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
55.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
54.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
53.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
51.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
51.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
50.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
49.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
48.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
48.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
48.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
48.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
46.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
44.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
43.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
41.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
41.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
40.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
37.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
34.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
34.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
28.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
12.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
3.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
ERBB3 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
74.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
261.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
225.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
221.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
219.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
205.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
205.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
200.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
187.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
186.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
184.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
183.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
174.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
171.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
166.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
164.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
164.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
159.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
159.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
158.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
156.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
154.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
153.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
152.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
152.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
148.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
148.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
146.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
144.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
144.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
142.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
141.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
140.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
139.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
139.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
139.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
138.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
138.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
138.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
137.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
137.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
136.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
133.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
133.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
133.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
132.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
132.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
130.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
130.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
129.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
125.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
123.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
122.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
122.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
121.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
121.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
121.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
120.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
119.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
119.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
117.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
116.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
114.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
113.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
112.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
112.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
110.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
109.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
109.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
108.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
108.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
107.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
107.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
106.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
106.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
106.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
106.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
105.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
102.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
102.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
101.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
101.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
101.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
101.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
99.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
99.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
99.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
98.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
97.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
97.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
96.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
96.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
95.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
94.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
94.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
93.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
91.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
91.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
90.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
89.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
87.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
86.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
85.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
84.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
84.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
83.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
81.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
80.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
80.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
79.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
78.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
78.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
76.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
76.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
76.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
75.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
75.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
75.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
75.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
74.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
74.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
72.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
72.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
71.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
71.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
71.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
70.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
70.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
70.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
69.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
69.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
69.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
69.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
69.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
69.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
69.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
68.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
67.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
67.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
66.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
65.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
64.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
63.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
63.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
63.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
61.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
60.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
59.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
59.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
58.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
58.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
57.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
57.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
57.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
56.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
54.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
54.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
54.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
54.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
54.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
51.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
51.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
50.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
50.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
49.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
48.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
48.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
47.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
47.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
46.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
46.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
46.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
45.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
45.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
45.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
45.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
45.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
44.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
44.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
44.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
44.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
44.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
43.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
43.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
42.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
42.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
42.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
42.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
42.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
41.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
41.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
41.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
41.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
40.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
39.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
38.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
38.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
38.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
38.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
38.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
37.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
37.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
35.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
34.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
34.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
33.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
33.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
33.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
32.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
32.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
32.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
31.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
31.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
30.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
29.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
29.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
28.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
28.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
28.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
28.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
28.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
25.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
23.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
23.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
23.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
22.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
22.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
21.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
19.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
17.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0014450004
Tumor
1.4
CPT0086950003
Tumor
0.9
CPT0079270003
Tumor
0.9
CPT0079480003
Tumor
0.8
CPT0086820003
Tumor
0.8
CPT0024670003
Tumor
0.8
CPT0088900003
Tumor
0.7
CPT0007320003
Tumor
0.7
CPT0006630003
Tumor
0.7
CPT0077310003
Tumor
0.7
CPT0019130003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0086360003
Tumor
0.6
CPT0078830003
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0064370003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0069160003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0088920001
Normal
0.3
CPT0079410003
Tumor
0.3
CPT0089480003
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0077140001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0077110003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0025110003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0025230003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0088500001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0026410003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0065820001
Normal
-0.3
CPT0017410003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0012900004
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0007870001
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0079380003
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0065690003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0018250001
Normal
-0.5
CPT0009060003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0002270011
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0078800003
Tumor
-0.5
CPT0012090003
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0084560003
Tumor
-0.6
CPT0012640003
Normal
-0.6
CPT0075170001
Normal
-0.6
CPT0063630003
Tumor
-0.7
CPT0079300001
Normal
-0.7
CPT0092190003
Normal
-0.7
CPT0012920003
Normal
-0.7
CPT0025170003
Tumor
-0.7
CPT0009080003
Normal
-0.8
CPT0025290003
Tumor
-0.8
CPT0012180003
Tumor
-0.9
CPT0017450001
Normal
-1.1
CPT0011410003
Tumor
-1.2
CPT0081880003
Tumor
-1.2
CPT0078660003
Tumor
-1.3
CPT0001340003
Tumor
-1.4
CPT0088550004
Tumor
-1.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.