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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.
IGLV6-57 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
13.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
162.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
101.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
88.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
56.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
52.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
40.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
35.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
28.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
27.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
8.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
5.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
IGLV6-57 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
55.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2196.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1276.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1071.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1071.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
957.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
949.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
904.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
889.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
854.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
840.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
587.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
537.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
492.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
471.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
420.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
404.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
330.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
310.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
298.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
295.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
282.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
254.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
233.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
230.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
223.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
217.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
216.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
216.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
213.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
213.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
207.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
201.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
197.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
187.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
186.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
183.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
169.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
166.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
166.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
161.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
155.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
155.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
143.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
141.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
140.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
140.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
137.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
133.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
128.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
124.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
123.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
121.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
113.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
107.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
107.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
106.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
102.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
94.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
92.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
92.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
86.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
85.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
84.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
84.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
84.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
82.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
80.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
80.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
79.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
78.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
76.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
75.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
74.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
73.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
69.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
68.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
66.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
64.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
63.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
61.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
61.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
59.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
58.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
58.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
58.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
57.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
57.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
55.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
54.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
54.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
51.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
51.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
50.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
50.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
50.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
48.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
48.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
47.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
46.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
44.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
43.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
42.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
42.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
40.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
38.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
37.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
36.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
36.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
35.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
34.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
34.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
33.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
33.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
32.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
32.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
31.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
30.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
30.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
29.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
29.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
28.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
28.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
28.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
28.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
28.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
28.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
27.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
27.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
25.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
24.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
24.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
24.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
22.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
22.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
20.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
16.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
15.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
13.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
12.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
10.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
10.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
10.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
10.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
9.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
8.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
7.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
7.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
7.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
7.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
7.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
7.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
7.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
6.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
6.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
6.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
6.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
6.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
6.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
6.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
6.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
6.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
6.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
6.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
6.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
5.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
5.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
5.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
5.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
5.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
5.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
5.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
5.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
5.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
5.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
5.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
5.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
5.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
4.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
4.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
4.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
4.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
4.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
4.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
4.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
4.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
4.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
4.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
4.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
4.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
4.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
4.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
3.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
3.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
3.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
3.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
3.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
3.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
3.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
3.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
3.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
3.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
3.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
3.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
3.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
3.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
3.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
3.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
3.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
3.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
2.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
2.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
2.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
2.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
2.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
2.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
2.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
2.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
2.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
2.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
2.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
2.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
2.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
0.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
0.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
0.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
0.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
0.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
0.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
0.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
0.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
0.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
0.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
0.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
0.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
0.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
0.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
0.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
0.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
0.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
0.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
0.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
0.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
0.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
0.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
0.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
0.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
0.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
0.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 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.
IGLV6-57 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
82.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1553.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1259.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
880.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
699.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
317.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
297.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
283.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
283.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
215.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
215.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
176.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
116.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
103.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
101.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
93.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
92.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
81.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
71.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
67.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
57.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
50.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
50.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
48.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
47.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
44.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
34.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
34.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
34.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
33.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
24.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
12.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
10.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
9.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
6.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
5.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
5.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
5.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
5.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
5.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
4.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
4.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
3.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
3.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
3.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
3.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
3.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
3.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
2.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
0.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
IGLV6-57 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
27.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1274.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
818.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
779.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
516.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
385.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
315.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
232.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
190.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
169.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
153.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
146.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
130.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
129.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
125.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
123.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
102.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
100.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
79.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
78.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
77.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
72.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
70.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
70.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
63.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
62.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
58.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
56.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
56.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
50.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
49.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
46.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
42.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
41.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
38.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
36.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
32.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
26.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
26.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
21.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
12.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
8.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
8.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
8.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
7.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
6.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
5.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
4.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
3.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
2.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
2.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
2.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
2.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
2.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
2.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
0.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
0.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
0.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
0.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
0.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
0.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
0.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
0.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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.