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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.
CORO1A 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
11.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
89.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
38.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
34.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
21.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
CORO1A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
53.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
225.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
206.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
205.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
198.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
197.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
180.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
174.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
174.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
173.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
171.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
169.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
166.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
162.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
155.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
154.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
150.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
143.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
141.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
133.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
132.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
129.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
128.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
127.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
125.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
124.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
123.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
123.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
123.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
122.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
122.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
119.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
114.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
113.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
113.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
112.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
112.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
111.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
109.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
108.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
108.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
107.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
107.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
107.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
105.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
104.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
103.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
103.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
102.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
102.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
102.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
102.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
102.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
101.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
101.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
101.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
100.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
99.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
98.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
98.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
97.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
97.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
97.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
95.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
94.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
94.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
93.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
92.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
91.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
91.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
91.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
90.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
89.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
89.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
89.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
88.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
88.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
88.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
88.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
87.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
86.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
86.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
86.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
85.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
85.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
85.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
83.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
83.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
82.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
82.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
82.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
80.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
80.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
79.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
79.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
79.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
78.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
78.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
78.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
77.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
77.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
77.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
77.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
76.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
76.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
75.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
75.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
75.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
75.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
75.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
74.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
74.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
74.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
73.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
72.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
72.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
72.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
72.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
71.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
71.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
71.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
71.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
70.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
70.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
69.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
69.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
68.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
68.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
67.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
67.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
67.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
67.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
66.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
66.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
66.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
65.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
65.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
65.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
65.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
65.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
64.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
64.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
64.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
64.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
63.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
63.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
63.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
63.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
63.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
62.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
62.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
62.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
62.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
62.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
62.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
62.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
62.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
62.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
62.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
61.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
61.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
61.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
61.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
61.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
61.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
60.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
60.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
60.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
60.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
60.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
59.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
59.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
59.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
58.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
57.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
57.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
57.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
56.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
56.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
56.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
56.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
56.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
55.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
55.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
55.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
55.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
55.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
55.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
55.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
54.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
54.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
54.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
54.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
54.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
54.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
54.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
54.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
54.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
54.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
53.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
53.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
53.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
53.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
53.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
53.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
53.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
52.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
52.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
52.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
52.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
52.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
52.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
51.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
51.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
50.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
50.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
50.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
50.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
49.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
49.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
49.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
49.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
49.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
48.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
48.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
48.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
48.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
48.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
48.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
47.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
47.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
47.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
47.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
47.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
47.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
46.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
46.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
46.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
46.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
46.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
46.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
45.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
45.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
45.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
45.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
45.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
44.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
44.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
44.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
44.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
44.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
44.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
44.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
44.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
44.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
44.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
43.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
43.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
43.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
43.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
43.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
43.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
43.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
43.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
43.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
43.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
42.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
42.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
42.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
42.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
42.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
42.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
41.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
41.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
41.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
41.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
41.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
40.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
40.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
40.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
40.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
40.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
40.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
40.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
40.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
39.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
39.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
39.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
39.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
39.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
39.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
39.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
39.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
38.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
38.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
38.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
38.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
38.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
37.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
37.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
37.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
37.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
37.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
36.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
36.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
36.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
36.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
35.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
35.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
35.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
35.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
34.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
34.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
34.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
34.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
34.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
34.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
34.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
34.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
34.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
33.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
33.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
33.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
33.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
33.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
33.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
32.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
32.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
32.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
32.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
31.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
31.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
31.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
31.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
30.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
30.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
30.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
30.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
30.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
29.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
29.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
29.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
29.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
29.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
28.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
28.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
28.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
28.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
28.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
27.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
27.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
27.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
27.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
26.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
26.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
26.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
26.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
26.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
26.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
25.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
25.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
25.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
25.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
25.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
24.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
24.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
24.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
23.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
23.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
23.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
23.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
22.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
21.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
21.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
21.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
20.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
20.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
18.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
17.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
13.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
12.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
8.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
8.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
7.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
6.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
4.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
CORO1A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
59.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
197.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
185.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
165.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
162.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
151.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
130.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
122.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
118.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
113.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
111.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
109.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
109.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
107.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
107.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
105.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
100.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
98.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
96.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
95.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
89.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
89.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
89.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
87.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
82.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
81.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
79.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
79.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
78.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
77.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
76.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
74.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
74.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
72.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
70.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
68.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
67.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
63.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
62.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
62.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
60.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
60.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
58.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
57.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
56.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
54.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
53.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
52.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
50.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
48.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
47.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
46.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
46.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
45.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
45.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
40.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
39.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
35.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
35.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
32.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
32.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
31.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
31.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
22.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
15.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
11.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CORO1A 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
30.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
307.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
149.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
146.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
136.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
107.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
104.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
99.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
99.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
98.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
96.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
91.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
86.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
86.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
83.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
82.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
81.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
81.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
80.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
73.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
73.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
70.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
70.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
68.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
68.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
67.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
66.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
60.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
57.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
56.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
56.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
55.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
54.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
54.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
52.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
52.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
51.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
51.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
51.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
50.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
49.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
48.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
46.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
46.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
45.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
45.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
44.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
43.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
43.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
43.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
42.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
42.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
41.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
41.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
40.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
40.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
39.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
38.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
38.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
38.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
37.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
37.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
37.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
37.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
37.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
37.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
37.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
36.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
35.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
34.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
34.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
33.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
32.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
32.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
32.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
31.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
31.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
31.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
30.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
30.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
30.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
28.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
28.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
26.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
26.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
26.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
26.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
26.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
26.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
25.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
25.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
25.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
25.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
25.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
25.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
24.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
24.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
24.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
24.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
23.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
23.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
23.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
22.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
22.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
21.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
20.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
20.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
20.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
19.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
18.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
17.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
17.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
16.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
15.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
13.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
13.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
13.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
11.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
9.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
9.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
9.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
7.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
6.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
6.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
3.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.8
CPT0079380003
Tumor
1.7
CPT0012180003
Tumor
1.6
CPT0078990003
Tumor
1.6
CPT0017410003
Tumor
1.4
CPT0092160003
Tumor
1.3
CPT0017850003
Tumor
1.3
CPT0076330003
Tumor
1.2
CPT0025050003
Tumor
1.2
CPT0001540009
Tumor
1.1
CPT0086360003
Tumor
1.1
CPT0010110003
Tumor
1.1
CPT0092730003
Tumor
1.0
CPT0002350011
Tumor
1.0
CPT0065430003
Tumor
0.9
CPT0081880003
Tumor
0.9
CPT0001260009
Tumor
0.9
CPT0009060003
Tumor
0.9
CPT0084560003
Tumor
0.9
CPT0001180009
Tumor
0.9
CPT0077320001
Normal
0.8
CPT0023690003
Tumor
0.8
CPT0026410003
Tumor
0.8
CPT0092190003
Normal
0.8
CPT0075560003
Tumor
0.8
CPT0066480003
Tumor
0.8
CPT0023350003
Tumor
0.8
CPT0086870003
Tumor
0.8
CPT0063630003
Tumor
0.7
CPT0081600003
Tumor
0.7
CPT0012280003
Tumor
0.7
CPT0065870003
Tumor
0.7
CPT0081990003
Tumor
0.7
CPT0079410003
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0075170001
Normal
0.6
CPT0025290003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0064370003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0000640003
Tumor
0.4
CPT0065820001
Normal
0.4
CPT0012670003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0014370004
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0088570001
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0021240003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0075720003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0025230003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0086030003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0069160003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0086820003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0002270011
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0017450001
Normal
-0.3
CPT0086950003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0013790003
Normal
-0.4
CPT0010160003
Tumor
-0.4
CPT0088710001
Normal
-0.4
CPT0089460004
Tumor
-0.4
CPT0000660001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0000890001
Normal
-0.5
CPT0088970003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0012920003
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0063330001
Normal
-0.6
CPT0079300001
Normal
-0.6
CPT0076350001
Normal
-0.6
CPT0001340003
Tumor
-0.6
CPT0014130001
Normal
-0.7
CPT0086830003
Normal
-0.7
CPT0009020003
Normal
-0.7
CPT0082010001
Normal
-0.7
CPT0078530001
Normal
-0.7
CPT0086970003
Normal
-0.8
CPT0012640003
Normal
-0.8
CPT0001510001
Normal
-0.8
CPT0001550001
Normal
-0.8
CPT0077500001
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0088920001
Normal
-0.9
CPT0012090003
Normal
-0.9
CPT0079430001
Normal
-0.9
CPT0025610001
Normal
-0.9
CPT0002370001
Normal
-0.9
CPT0063640001
Normal
-0.9
CPT0092310003
Normal
-0.9
CPT0014350001
Normal
-1.0
CPT0001230001
Normal
-1.0
CPT0089040001
Normal
-1.0
CPT0077140001
Normal
-1.0
CPT0079000001
Normal
-1.0
CPT0087050003
Normal
-1.0
CPT0078670001
Normal
-1.0
CPT0081620001
Normal
-1.1
CPT0019160001
Normal
-1.1
CPT0010170001
Normal
-1.1
CPT0007470001
Normal
-1.1
CPT0088640003
Normal
-1.2
CPT0020130001
Normal
-1.2
CPT0086890003
Normal
-1.2
CPT0078940001
Normal
-1.2
CPT0079510001
Normal
-1.2
CPT0088780001
Normal
-1.2
CPT0001350001
Normal
-1.2
CPT0006730001
Normal
-1.2
CPT0092800003
Normal
-1.3
CPT0012570003
Normal
-1.3
CPT0092740003
Normal
-1.3
CPT0088500001
Normal
-1.3
CPT0079180003
Tumor
-1.3
CPT0025920001
Normal
-1.3
CPT0086370003
Normal
-1.3
CPT0078840001
Normal
-1.3
CPT0006950001
Normal
-1.3
CPT0020020001
Normal
-1.3
CPT0009080003
Normal
-1.4
CPT0023710001
Normal
-1.4
CPT0000790001
Normal
-1.4
CPT0007870001
Normal
-1.4
CPT0026420001
Normal
-1.5
CPT0064400001
Normal
-1.5
CPT0065450001
Normal
-1.5
CPT0089480003
Normal
-1.5
CPT0066430001
Normal
-1.6
CPT0012770003
Normal
-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.
The Human Protein Atlas project is funded
