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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.
IGLV2-23 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
5.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
163.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
26.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
13.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
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.
IGLV2-23 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
156.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8921.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8071.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6395.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5170.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2841.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2207.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2150.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2128.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1588.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1361.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1283.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1099.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1066.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
979.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
911.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
877.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
801.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
762.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
728.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
714.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
596.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
571.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
564.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
538.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
529.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
519.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
500.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
472.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
459.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
450.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
441.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
433.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
424.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
417.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
375.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
369.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
350.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
331.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
324.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
316.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
315.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
301.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
292.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
290.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
289.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
283.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
276.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
270.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
263.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
253.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
242.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
239.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
238.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
236.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
234.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
233.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
228.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
223.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
222.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
221.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
217.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
214.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
209.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
208.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
207.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
203.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
197.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
195.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
194.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
193.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
189.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
187.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
186.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
185.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
179.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
169.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
167.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
167.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
166.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
166.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
158.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
156.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
153.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
152.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
151.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
151.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
149.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
149.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
147.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
145.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
133.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
129.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
128.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
124.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
124.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
124.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
121.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
120.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
120.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
115.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
114.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
113.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
110.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
105.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
103.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
102.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
101.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
100.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
99.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
97.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
96.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
95.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
93.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
93.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
92.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
90.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
90.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
88.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
87.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
84.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
83.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
82.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
82.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
82.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
81.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
81.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
80.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
80.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
79.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
79.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
77.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
76.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
75.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
75.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
71.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
70.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
69.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
69.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
68.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
68.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
67.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
66.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
66.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
66.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
66.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
66.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
65.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
64.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
63.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
63.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
63.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
62.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
61.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
61.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
61.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
61.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
60.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
59.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
59.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
58.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
58.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
57.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
56.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
56.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
52.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
52.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
52.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
52.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
51.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
51.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
50.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
49.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
49.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
49.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
49.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
49.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
48.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
48.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
48.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
47.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
47.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
47.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
47.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
47.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
47.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
45.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
42.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
42.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
42.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
41.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
41.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
41.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
37.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
37.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
36.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
35.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
35.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
35.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
35.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
35.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
35.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
34.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
34.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
32.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
32.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
31.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
31.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
30.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
29.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
29.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
27.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
26.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
25.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
25.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
23.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
23.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
23.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
23.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
21.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
21.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
20.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
20.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
20.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
19.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
19.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
18.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
16.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
11.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
11.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
10.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
10.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
10.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
10.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
8.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
7.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
7.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
7.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
7.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
7.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
6.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
6.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
6.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
6.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
6.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
6.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
6.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
5.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
5.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
5.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
5.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
5.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
4.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
4.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
4.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
4.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
4.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
4.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
4.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
4.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
4.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
4.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
4.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
4.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
3.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
3.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
3.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
3.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
3.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
3.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
3.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
3.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
3.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
3.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
3.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
3.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
2.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
2.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
2.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
2.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
2.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
2.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
2.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
2.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
2.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
2.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
0.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
0.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
0.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 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-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
0.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
IGLV2-23 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
68.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
914.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
640.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
472.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
441.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
380.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
363.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
346.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
319.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
256.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
240.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
178.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
159.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
131.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
125.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
83.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
80.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
76.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
70.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
67.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
63.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
59.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
57.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
56.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
55.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
54.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
49.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
48.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
46.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
44.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
40.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
35.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
33.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
29.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
14.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
14.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
10.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
10.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
8.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
8.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
6.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
6.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
5.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
4.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
4.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
4.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
3.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
3.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
3.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
3.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
2.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
2.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
2.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
0.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
0.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
0.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
IGLV2-23 is potential prognostic, high expression is unfavorable 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
47.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4078.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
989.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
881.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
810.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
784.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
742.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
556.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
336.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
309.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
188.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
160.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
136.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
123.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
121.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
118.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
105.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
102.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
97.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
95.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
94.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
90.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
80.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
79.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
73.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
73.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
68.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
67.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
65.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
62.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
60.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
55.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
54.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
52.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
50.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
48.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
48.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
43.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
40.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
35.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
33.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
33.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
31.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
31.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
31.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
31.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
28.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
26.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
23.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
23.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
21.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
19.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
17.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
7.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
5.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
4.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
4.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
4.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
4.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
4.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
3.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
3.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
3.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
2.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
0.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
0.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 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-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 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-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.0
TCGA-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
