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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.
IGLV3-21 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
6.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
219.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
51.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 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-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
IGLV3-21 is potential prognostic, high expression is unfavorable 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
72.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5215.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2089.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1892.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1779.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1159.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1017.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
910.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
764.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
707.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
704.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
608.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
593.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
564.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
523.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
508.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
486.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
478.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
441.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
387.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
372.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
359.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
358.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
352.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
331.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
321.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
313.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
308.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
305.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
290.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
281.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
251.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
250.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
246.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
246.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
222.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
221.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
221.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
220.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
219.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
193.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
173.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
173.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
161.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
160.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
160.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
158.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
153.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
152.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
150.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
147.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
146.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
142.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
139.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
137.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
135.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
135.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
134.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
132.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
130.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
129.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
128.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
126.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
125.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
125.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
117.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
114.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
112.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
111.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
107.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
107.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
106.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
103.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
102.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
100.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
94.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
94.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
91.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
90.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
87.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
84.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
83.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
83.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
80.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
80.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
78.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
75.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
75.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
74.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
72.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
71.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
68.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
67.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
64.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
63.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
62.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
61.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
60.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
59.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
58.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
58.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
57.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
57.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
56.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
53.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
53.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
51.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
51.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
50.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
50.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
50.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
49.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
47.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
46.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
46.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
44.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
44.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
42.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
41.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
39.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
37.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
37.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
36.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
35.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
34.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
33.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
32.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
32.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
32.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
32.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
32.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
32.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
32.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
31.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
30.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
30.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
30.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
29.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
28.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
28.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
27.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
26.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
26.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
26.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
24.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
24.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
23.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
21.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
20.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
19.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
19.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
18.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
16.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
12.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
9.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
9.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
8.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
8.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
8.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
8.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
8.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
8.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
7.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
7.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
7.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
7.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
7.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
7.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
6.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
6.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
6.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
6.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
6.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
6.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
6.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
6.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
6.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
6.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
6.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
6.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
5.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
5.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
5.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
5.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
5.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
5.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
5.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
5.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
5.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
5.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
5.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
4.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
4.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
4.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
4.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
4.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
4.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
4.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
4.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
4.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
4.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
4.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
4.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
4.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
4.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
4.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
4.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
4.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
4.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
4.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
4.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
4.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
4.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
4.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
4.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
4.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
3.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
3.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
3.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
3.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
3.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
3.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
3.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
3.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
3.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
3.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
3.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
3.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
3.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
3.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
3.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
2.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
2.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
2.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
2.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
2.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
2.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
2.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
2.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
2.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
2.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
2.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
2.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
2.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
2.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
0.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
0.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
0.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
0.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
0.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
0.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
0.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
0.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
0.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
0.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
0.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
0.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
0.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
0.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
0.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
0.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
0.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
0.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
0.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
0.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
0.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
0.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 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.
IGLV3-21 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
47.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
681.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
669.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
347.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
329.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
282.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
280.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
215.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
182.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
175.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
157.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
124.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
116.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
69.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
67.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
59.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
50.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
46.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
39.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
30.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
12.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
10.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
9.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
8.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
7.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
6.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
6.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
6.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
6.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
6.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
5.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
5.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
5.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
5.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
5.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
5.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
4.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
4.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
4.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
4.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
3.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
3.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
3.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
2.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
2.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
2.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
2.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
2.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
2.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
2.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
1.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
0.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
0.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
0.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
0.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
0.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.0
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.
IGLV3-21 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
71.1
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
8338.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1885.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1708.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1034.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
761.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
597.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
491.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
376.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
365.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
286.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
254.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
240.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
221.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
182.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
167.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
156.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
148.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
140.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
127.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
103.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
99.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
97.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
97.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
92.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
92.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
88.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
82.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
79.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
72.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
69.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
64.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
55.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
49.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
48.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
47.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
46.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
44.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
41.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
35.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
34.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
34.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
33.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
29.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
28.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
25.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
23.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
22.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
17.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
14.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
11.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
11.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
8.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
7.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
7.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
7.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
6.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
5.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
4.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
4.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
3.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
3.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
2.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
2.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
2.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
2.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
2.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
2.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
0.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
0.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
0.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 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
