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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.
IGLV2-11 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
643.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
80.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
28.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
8.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 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-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 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.
IGLV2-11 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
89.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2358.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2346.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2008.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1594.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1267.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1105.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
976.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
815.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
792.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
739.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
674.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
672.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
658.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
597.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
563.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
512.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
511.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
510.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
473.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
471.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
466.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
448.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
433.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
399.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
379.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
377.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
366.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
349.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
341.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
337.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
335.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
327.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
321.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
307.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
306.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
299.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
297.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
291.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
287.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
281.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
276.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
276.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
275.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
274.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
263.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
263.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
259.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
248.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
248.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
242.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
240.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
239.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
239.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
229.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
225.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
223.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
221.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
208.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
198.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
195.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
193.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
188.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
180.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
167.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
165.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
165.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
165.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
157.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
154.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
150.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
149.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
144.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
143.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
139.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
137.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
135.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
133.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
133.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
129.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
129.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
129.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
129.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
128.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
126.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
125.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
124.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
122.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
121.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
118.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
117.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
116.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
115.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
108.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
107.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
107.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
105.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
103.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
101.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
100.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
99.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
98.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
95.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
94.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
92.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
91.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
91.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
86.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
85.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
85.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
83.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
82.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
80.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
80.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
79.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
78.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
77.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
76.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
76.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
75.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
75.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
74.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
73.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
73.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
72.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
72.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
71.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
71.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
69.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
68.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
67.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
67.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
67.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
67.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
66.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
66.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
64.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
64.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
63.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
63.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
62.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
62.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
61.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
60.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
60.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
60.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
60.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
59.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
59.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
58.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
58.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
57.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
56.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
55.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
54.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
54.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
54.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
54.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
52.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
52.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
52.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
52.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
51.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
50.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
50.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
50.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
49.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
48.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
47.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
47.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
46.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
46.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
46.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
45.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
44.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
43.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
43.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
42.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
42.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
41.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
40.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
39.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
36.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
36.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
35.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
35.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
35.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
35.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
34.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
34.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
32.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
32.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
31.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
30.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
29.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
29.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
29.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
28.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
27.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
27.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
25.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
25.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
24.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
24.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
23.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
20.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
20.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
19.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
17.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
13.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
13.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
12.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
11.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
10.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
9.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
9.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
8.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
8.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
8.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
7.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
7.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
7.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
7.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
7.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
7.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
7.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
7.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
6.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
6.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
6.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
6.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
6.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
6.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
6.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
6.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
6.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
6.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
6.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
6.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
5.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
5.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
5.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
5.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
5.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
5.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
5.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
5.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
5.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
5.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
4.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
4.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
4.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
4.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
4.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
4.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
4.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
4.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
4.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
4.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
4.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
4.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
3.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
3.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
3.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
3.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
3.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
3.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
3.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
3.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
3.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
3.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
3.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
2.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
0.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
0.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
0.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
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.
IGLV2-11 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
88.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1017.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
963.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
588.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
432.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
408.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
405.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
397.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
326.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
244.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
219.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
200.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
192.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
181.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
174.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
135.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
133.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
133.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
128.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
125.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
108.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
107.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
91.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
90.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
90.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
88.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
86.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
85.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
83.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
80.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
78.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
72.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
69.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
67.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
63.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
54.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
53.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
51.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
50.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
47.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
36.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
34.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
34.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
31.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
15.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
15.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
13.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
5.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
5.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
4.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
4.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
4.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
4.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
3.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
2.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
2.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
0.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGLV2-11 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
41.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1577.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1109.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
810.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
769.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
595.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
479.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
439.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
380.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
335.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
274.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
250.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
237.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
234.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
217.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
213.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
160.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
154.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
137.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
134.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
126.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
125.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
117.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
99.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
93.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
85.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
84.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
84.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
80.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
80.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
75.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
72.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
70.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
67.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
66.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
60.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
55.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
53.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
48.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
46.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
45.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
45.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
43.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
37.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
37.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
33.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
30.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
28.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
27.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
26.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
26.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
22.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
11.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
9.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
8.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
5.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
5.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
4.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
4.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
3.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
3.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
3.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
2.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
2.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
2.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
0.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 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-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-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-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-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 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
