We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
IGKV1D-39 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
112.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
65.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
12.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 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-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGKV1D-39 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
304.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15122.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9895.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6862.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5995.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3958.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3609.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3598.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
3372.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2934.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2917.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2665.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2491.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
2471.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2334.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2266.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
2254.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
2012.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1823.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1788.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1682.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1675.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1502.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1349.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1254.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1236.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1209.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1164.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1138.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1127.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1087.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1078.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1055.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1035.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
986.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
952.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
940.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
939.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
899.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
874.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
874.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
852.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
842.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
809.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
798.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
796.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
780.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
774.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
729.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
721.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
715.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
699.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
698.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
697.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
691.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
688.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
628.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
602.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
599.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
596.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
559.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
557.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
554.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
542.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
527.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
516.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
487.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
487.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
480.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
456.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
452.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
442.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
437.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
426.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
422.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
409.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
407.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
405.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
403.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
397.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
394.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
392.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
387.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
369.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
363.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
363.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
353.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
342.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
333.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
333.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
323.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
318.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
317.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
309.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
300.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
290.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
288.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
286.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
285.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
277.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
273.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
270.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
268.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
268.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
258.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
258.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
257.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
255.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
246.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
239.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
238.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
237.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
237.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
233.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
227.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
225.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
222.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
221.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
221.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
218.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
217.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
215.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
206.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
206.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
202.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
201.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
200.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
190.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
188.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
185.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
182.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
177.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
177.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
177.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
177.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
176.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
173.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
172.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
170.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
167.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
165.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
164.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
164.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
163.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
163.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
163.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
162.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
161.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
160.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
160.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
158.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
157.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
153.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
153.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
152.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
152.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
149.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
149.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
147.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
137.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
135.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
132.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
128.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
127.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
125.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
124.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
122.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
122.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
121.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
120.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
120.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
119.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
118.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
117.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
116.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
116.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
115.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
115.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
114.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
114.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
113.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
113.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
113.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
113.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
111.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
110.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
109.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
107.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
107.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
106.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
106.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
104.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
103.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
101.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
100.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
100.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
100.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
98.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
96.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
93.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
91.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
91.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
90.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
89.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
89.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
89.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
89.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
88.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
88.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
87.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
86.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
86.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
86.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
85.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
84.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
84.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
82.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
82.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
82.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
81.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
80.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
80.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
80.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
80.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
79.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
78.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
78.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
77.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
77.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
77.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
77.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
75.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
74.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
74.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
73.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
72.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
72.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
72.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
71.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
70.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
69.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
68.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
67.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
66.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
66.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
65.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
65.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
64.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
64.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
63.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
62.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
61.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
60.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
60.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
60.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
59.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
57.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
57.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
56.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
56.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
56.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
55.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
54.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
54.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
54.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
53.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
51.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
50.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
50.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
50.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
50.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
49.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
48.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
48.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
47.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
46.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
45.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
45.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
45.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
45.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
44.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
43.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
42.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
42.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
42.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
41.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
41.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
41.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
40.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
40.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
40.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
40.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
40.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
39.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
39.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
39.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
37.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
37.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
37.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
36.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
36.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
36.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
35.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
35.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
34.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
34.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
34.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
34.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
33.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
33.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
33.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
33.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
32.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
32.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
31.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
31.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
30.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
30.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
29.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
29.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
28.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
28.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
28.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
27.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
27.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
27.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
26.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
26.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
25.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
25.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
21.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
21.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
20.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
18.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
8.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
7.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
6.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
5.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
5.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
5.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
4.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
3.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
3.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
3.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
3.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
3.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
2.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
2.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
2.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGKV1D-39 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
267.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5631.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
3809.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1688.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1296.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1148.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1093.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
974.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
934.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
794.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
645.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
568.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
480.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
441.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
380.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
368.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
327.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
293.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
278.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
278.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
267.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
245.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
240.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
226.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
222.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
218.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
183.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
177.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
168.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
165.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
160.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
147.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
141.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
135.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
134.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
131.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
124.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
117.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
98.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
94.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
91.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
86.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
85.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
75.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
74.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
71.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
65.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
65.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
60.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
58.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
58.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
58.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
57.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
57.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
46.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
39.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
38.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
33.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
30.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
30.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
29.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
29.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
27.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
27.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
26.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
22.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
20.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
20.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
18.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
7.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
6.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
6.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
4.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
3.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.1
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.
IGKV1D-39 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
118.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4417.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4002.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3064.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2293.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1663.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1377.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1331.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1156.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1106.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1098.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
962.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
836.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
673.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
599.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
548.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
533.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
512.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
455.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
418.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
304.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
277.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
266.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
253.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
247.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
211.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
203.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
198.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
193.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
192.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
188.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
158.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
157.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
154.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
143.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
140.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
127.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
104.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
98.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
97.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
94.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
90.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
83.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
82.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
79.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
77.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
74.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
72.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
72.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
72.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
69.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
69.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
61.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
52.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
52.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
51.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
51.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
43.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
39.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
39.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
35.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
35.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
33.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
32.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
31.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
30.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
29.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
28.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
27.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
22.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
17.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
6.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
6.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
5.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
5.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
5.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
5.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
4.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
4.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
3.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
3.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
2.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
2.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
2.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 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-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 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-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 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-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 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-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-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-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 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
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
