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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGKJ4 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
38.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
907.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
564.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
369.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
306.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
142.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
46.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
24.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 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-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGKJ4 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
340.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13348.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8989.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8250.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7488.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3761.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
3707.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3700.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3619.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
3579.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3492.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3304.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
3253.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
2456.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2219.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2098.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2079.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1983.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1764.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1705.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1681.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1659.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1589.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1463.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1401.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1333.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1316.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1302.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1260.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1254.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1225.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1210.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1205.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1199.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1186.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1135.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1110.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1085.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1063.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1023.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1007.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
994.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
988.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
982.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
969.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
927.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
922.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
909.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
884.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
883.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
882.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
858.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
857.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
849.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
840.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
819.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
812.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
789.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
770.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
767.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
739.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
715.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
710.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
704.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
671.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
665.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
661.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
649.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
633.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
626.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
580.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
555.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
544.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
523.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
498.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
496.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
493.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
487.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
477.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
465.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
464.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
455.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
449.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
446.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
440.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
438.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
437.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
427.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
416.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
415.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
408.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
394.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
390.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
388.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
369.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
364.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
362.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
358.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
357.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
357.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
349.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
348.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
347.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
344.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
343.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
330.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
327.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
324.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
311.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
310.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
304.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
303.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
303.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
300.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
300.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
298.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
296.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
294.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
284.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
284.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
284.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
275.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
272.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
254.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
251.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
248.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
246.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
241.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
239.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
238.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
238.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
234.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
232.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
230.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
228.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
224.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
224.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
222.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
222.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
216.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
215.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
213.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
210.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
209.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
208.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
208.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
206.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
205.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
204.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
203.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
199.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
195.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
194.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
191.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
190.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
189.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
187.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
187.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
186.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
184.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
184.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
183.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
183.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
181.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
176.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
175.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
171.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
171.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
166.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
166.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
162.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
159.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
157.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
156.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
154.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
153.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
151.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
151.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
151.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
147.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
147.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
145.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
141.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
140.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
138.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
136.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
132.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
132.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
132.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
131.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
130.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
129.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
128.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
126.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
124.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
123.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
122.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
122.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
122.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
121.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
120.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
119.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
116.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
115.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
114.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
112.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
111.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
111.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
111.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
110.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
110.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
109.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
109.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
107.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
106.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
105.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
104.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
103.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
101.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
101.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
98.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
97.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
96.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
95.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
95.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
90.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
90.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
89.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
88.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
88.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
87.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
86.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
83.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
83.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
83.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
82.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
82.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
81.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
81.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
79.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
78.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
78.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
78.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
78.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
76.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
75.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
75.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
74.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
72.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
71.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
71.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
70.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
69.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
68.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
68.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
68.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
67.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
67.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
67.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
66.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
65.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
65.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
63.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
63.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
63.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
62.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
62.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
61.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
61.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
61.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
60.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
59.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
59.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
59.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
58.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
58.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
58.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
56.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
55.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
55.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
55.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
55.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
54.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
54.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
53.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
53.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
52.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
52.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
51.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
51.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
50.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
50.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
50.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
49.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
49.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
48.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
48.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
47.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
47.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
46.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
46.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
46.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
46.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
46.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
46.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
45.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
45.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
45.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
43.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
43.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
43.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
42.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
42.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
42.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
42.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
41.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
40.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
40.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
40.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
40.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
39.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
39.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
38.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
38.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
38.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
37.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
37.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
36.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
36.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
36.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
36.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
35.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
35.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
34.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
33.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
33.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
33.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
32.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
32.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
32.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
32.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
31.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
31.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
30.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
30.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
30.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
30.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
29.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
26.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
26.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
26.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
26.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
25.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
24.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
23.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
22.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
21.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
18.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
18.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
15.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
15.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
14.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
11.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
10.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
9.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
8.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
7.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
6.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
6.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
6.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
6.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
5.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
4.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
4.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
4.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
4.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
4.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
3.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
3.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
2.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
0.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
IGKJ4 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
199.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
2236.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2098.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1725.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1715.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1563.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
819.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
664.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
490.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
476.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
458.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
426.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
421.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
413.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
385.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
342.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
294.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
248.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
237.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
215.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
209.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
208.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
205.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
202.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
185.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
184.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
180.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
178.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
153.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
135.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
130.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
129.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
122.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
120.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
120.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
111.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
110.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
96.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
80.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
79.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
75.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
73.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
69.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
68.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
63.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
60.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
58.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
53.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
50.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
45.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
45.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
43.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
39.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
38.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
37.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
31.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
29.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
28.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
26.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
24.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
12.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
7.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
7.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
5.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
5.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
5.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
4.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
3.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
3.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
0.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
IGKJ4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
193.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7939.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6307.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
4487.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3861.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3471.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3451.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
2948.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2339.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1742.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1742.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1199.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1074.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
918.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
702.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
691.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
666.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
653.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
650.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
552.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
528.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
516.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
460.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
365.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
331.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
306.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
301.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
301.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
293.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
286.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
276.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
274.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
268.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
268.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
258.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
258.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
256.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
226.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
202.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
199.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
190.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
189.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
188.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
186.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
171.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
115.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
112.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
109.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
101.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
101.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
93.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
78.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
72.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
67.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
67.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
63.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
59.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
55.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
55.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
50.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
49.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
49.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
45.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
45.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
38.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
35.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
35.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
28.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
28.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
9.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
6.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
5.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
3.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
3.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
3.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
3.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
3.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
2.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
0.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
0.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 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-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
0.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
0.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
0.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
0.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
0.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
0.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
0.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
0.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
0.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
0.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
