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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.
IGLC2 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
96.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2963.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1124.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
382.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
190.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
175.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
164.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
135.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
105.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
79.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
75.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
74.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
56.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
47.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
44.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
43.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
37.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
32.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
32.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
32.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
21.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
15.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
IGLC2 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
1651.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
71525.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
70261.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
62217.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
36343.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
34327.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
29456.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22781.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16742.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14342.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13368.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12097.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11286.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10859.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9120.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9083.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8815.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8009.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7970.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7546.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7379.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7053.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
6920.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6518.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6320.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
6040.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
5924.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5702.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
5658.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5575.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5515.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5435.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5247.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5202.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
5161.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4911.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4808.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4726.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4656.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
4379.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4346.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4232.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
4108.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
3771.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
3746.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
3714.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3710.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
3706.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
3598.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
3545.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3346.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
3304.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
3299.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3076.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2893.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2876.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
2875.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
2830.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
2826.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2804.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2775.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2636.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2549.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2531.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2483.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2458.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
2428.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
2311.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
2259.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
2177.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2169.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2158.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
2104.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2101.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2095.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
2044.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
2040.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2017.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2017.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1975.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1974.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1904.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1888.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1876.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1872.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1810.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1801.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1793.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1776.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1738.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1677.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1654.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1605.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1596.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1595.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1589.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1579.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1557.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1542.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1535.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1535.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1529.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1525.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1487.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1477.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1473.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1464.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1451.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1451.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1418.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1410.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1407.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1400.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1398.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1384.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1374.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1369.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1364.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1343.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1283.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1238.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1187.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1170.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1163.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1159.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1130.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1107.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1105.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1078.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1057.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1052.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1008.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1008.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1008.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
997.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
968.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
958.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
944.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
944.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
943.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
939.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
934.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
910.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
908.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
876.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
869.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
864.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
860.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
856.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
841.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
810.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
810.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
778.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
776.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
768.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
755.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
755.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
744.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
733.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
715.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
715.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
713.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
712.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
702.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
693.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
687.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
676.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
674.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
669.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
668.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
664.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
664.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
657.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
653.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
651.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
649.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
640.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
626.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
615.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
611.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
610.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
604.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
596.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
593.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
590.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
585.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
580.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
576.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
571.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
560.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
558.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
557.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
554.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
548.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
545.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
529.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
529.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
515.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
501.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
500.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
499.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
490.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
479.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
479.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
478.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
463.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
459.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
454.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
447.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
438.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
438.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
434.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
430.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
429.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
425.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
422.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
421.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
420.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
418.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
415.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
414.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
410.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
408.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
406.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
400.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
397.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
397.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
394.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
382.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
378.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
369.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
369.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
365.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
359.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
349.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
346.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
338.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
331.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
330.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
323.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
314.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
312.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
310.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
310.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
310.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
308.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
308.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
299.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
298.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
298.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
292.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
290.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
289.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
286.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
285.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
285.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
285.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
283.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
278.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
272.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
271.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
268.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
267.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
263.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
259.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
259.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
257.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
257.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
256.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
256.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
255.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
249.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
246.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
243.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
243.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
239.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
237.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
235.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
234.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
234.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
233.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
231.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
229.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
228.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
228.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
227.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
226.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
224.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
223.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
221.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
221.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
220.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
219.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
218.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
216.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
216.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
208.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
206.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
206.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
204.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
204.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
203.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
201.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
196.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
195.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
192.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
192.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
190.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
190.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
189.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
189.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
186.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
185.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
185.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
184.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
183.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
183.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
180.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
179.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
179.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
176.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
176.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
175.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
171.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
171.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
168.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
164.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
164.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
163.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
163.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
163.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
163.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
161.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
157.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
155.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
155.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
150.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
149.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
146.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
146.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
143.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
143.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
143.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
142.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
142.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
139.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
139.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
139.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
138.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
138.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
138.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
136.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
134.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
133.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
131.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
131.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
128.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
127.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
126.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
126.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
123.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
122.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
122.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
120.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
119.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
119.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
119.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
119.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
117.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
117.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
115.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
114.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
113.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
113.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
112.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
111.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
110.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
108.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
108.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
108.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
108.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
107.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
107.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
107.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
104.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
104.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
103.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
103.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
102.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
102.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
101.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
101.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
100.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
98.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
95.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
94.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
94.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
92.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
91.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
90.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
89.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
89.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
89.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
89.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
88.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
88.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
88.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
87.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
87.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
86.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
85.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
84.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
83.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
83.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
82.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
80.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
79.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
79.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
78.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
78.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
77.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
76.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
76.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
75.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
74.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
74.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
73.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
73.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
72.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
72.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
71.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
71.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
69.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
68.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
67.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
66.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
66.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
65.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
65.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
64.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
63.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
62.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
62.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
61.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
60.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
60.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
59.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
58.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
57.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
57.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
56.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
56.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
55.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
54.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
53.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
53.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
52.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
51.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
50.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
50.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
50.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
49.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
47.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
46.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
45.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
45.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
45.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
45.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
42.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
42.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
41.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
41.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
39.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
39.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
39.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
38.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
38.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
38.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
38.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
36.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
34.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
33.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
31.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
31.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
29.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
29.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
29.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
29.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
28.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
27.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
23.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
15.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
11.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
4.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
3.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 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.
IGLC2 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
1187.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13561.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12240.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9101.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
6550.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
6215.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
6102.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
5515.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
5412.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
4219.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
3378.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
2796.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
2717.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2253.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2211.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
2165.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1674.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1671.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1618.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1470.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1397.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1262.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1235.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1191.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1064.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1043.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
975.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
896.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
835.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
833.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
749.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
747.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
712.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
656.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
651.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
635.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
629.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
610.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
551.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
495.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
474.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
430.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
408.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
379.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
373.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
360.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
359.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
338.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
319.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
309.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
291.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
280.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
269.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
266.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
264.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
248.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
245.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
244.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
232.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
228.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
222.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
217.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
215.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
208.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
199.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
199.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
195.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
183.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
172.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
161.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
157.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
154.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
153.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
146.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
145.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
136.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
128.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
128.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
118.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
111.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
111.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
98.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
94.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
93.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
92.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
84.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
81.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
66.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
64.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
42.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
38.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
32.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
25.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
IGLC2 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
844.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
34530.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
31453.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24363.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13442.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10304.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8556.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
7791.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7346.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7275.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3916.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3728.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3645.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3645.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3478.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
3447.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3274.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3274.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2727.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2664.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2561.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2273.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2191.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
2066.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1940.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1923.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1907.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1708.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1580.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1534.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1484.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1370.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1296.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1253.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1141.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1087.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1017.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
998.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
978.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
922.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
908.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
853.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
834.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
808.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
801.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
781.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
720.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
659.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
629.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
614.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
589.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
575.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
567.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
542.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
540.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
519.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
513.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
500.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
483.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
483.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
483.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
476.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
469.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
415.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
388.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
363.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
319.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
309.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
300.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
293.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
279.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
277.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
273.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
248.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
244.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
233.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
226.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
214.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
214.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
211.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
210.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
206.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
205.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
205.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
203.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
200.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
194.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
181.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
181.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
180.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
170.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
162.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
156.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
153.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
148.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
148.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
146.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
142.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
141.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
140.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
139.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
138.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
137.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
129.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
129.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
124.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
122.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
121.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
121.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
117.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
108.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
107.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
106.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
101.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
96.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
94.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
87.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
86.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
83.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
81.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
77.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
76.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
75.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
74.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
72.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
64.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
63.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
62.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
61.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
61.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
59.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
55.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
54.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
53.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
52.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
50.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
50.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
50.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
48.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
48.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
48.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
48.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
47.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
45.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
43.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
41.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
40.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
39.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
38.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
35.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
35.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
35.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
35.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
34.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
32.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
31.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
29.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
29.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
29.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
26.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
24.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
23.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
22.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
21.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
20.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
18.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
15.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
15.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
13.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
12.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
11.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
11.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
10.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
9.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
8.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
7.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
6.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
6.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
5.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
5.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
5.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
4.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
3.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
3.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
3.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
2.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
2.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 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-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 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.
The Human Protein Atlas project is funded
