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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.
CLU 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
977.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4822.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4600.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4391.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2823.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2771.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2462.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2384.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2230.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
2182.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2106.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1910.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1886.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1727.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1561.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1355.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1312.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1246.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1238.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1157.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1134.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1025.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1016.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
903.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
833.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
822.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
814.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
811.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
805.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
780.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
766.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
689.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
588.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
572.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
519.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
507.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
472.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
413.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
395.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
389.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
337.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
326.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
294.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
280.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
264.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
249.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
245.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
234.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
232.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
170.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
159.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
157.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
147.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
143.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
143.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
136.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
133.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
118.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
115.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
68.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
65.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
46.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
33.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
30.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
CLU 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
2956.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29331.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22760.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18632.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17122.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15986.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13399.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13308.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12427.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12160.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12117.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11856.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11310.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
11005.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10389.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9987.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9642.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9440.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8986.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8901.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
8898.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
8877.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8618.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8226.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8105.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8069.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7957.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7886.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7809.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7671.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
7392.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7381.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7265.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7195.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7172.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7151.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
7123.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7066.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7011.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6951.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6886.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
6774.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
6756.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
6720.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
6614.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6429.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
6157.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
6155.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6146.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
6064.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
6005.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
6003.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5938.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
5869.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
5788.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
5752.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5719.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5607.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5541.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
5433.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
5420.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5405.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
5400.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
5393.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5370.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
5369.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
5322.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5262.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
5232.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5229.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
5111.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
5077.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
4916.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
4885.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4872.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
4849.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
4846.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
4811.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4718.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
4717.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
4710.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
4694.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
4673.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4624.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4607.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4605.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
4576.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
4528.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
4496.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4489.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
4479.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
4479.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
4473.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
4471.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
4452.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
4417.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
4387.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
4355.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
4354.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
4349.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
4330.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
4317.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
4270.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
4258.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4234.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4204.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
4172.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
4168.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
4141.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
4141.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
4137.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
3998.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
3991.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
3976.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
3903.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3887.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
3846.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
3842.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
3839.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
3821.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
3809.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
3775.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
3771.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
3729.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
3728.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
3668.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
3644.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
3640.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
3585.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
3576.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
3571.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3567.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
3566.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3561.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
3556.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
3545.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
3544.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
3497.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
3493.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
3492.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3483.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
3416.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
3399.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3379.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
3362.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
3351.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
3349.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
3313.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
3312.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
3297.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3291.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3284.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
3280.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3216.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
3192.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
3160.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
3153.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3153.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
3134.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
3122.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
3121.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
3100.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
3094.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
3092.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
3092.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
3084.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
3076.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
3069.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
3064.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
3062.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3062.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
3061.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
3060.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
3054.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
3032.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
3007.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
3004.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
3002.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2985.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
2981.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
2978.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2967.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
2902.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2898.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
2897.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
2894.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
2890.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2875.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
2863.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
2850.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
2850.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2812.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
2810.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
2810.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2802.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2796.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2796.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
2776.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
2775.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2764.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2763.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
2761.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2757.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
2755.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2739.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
2727.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
2724.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
2707.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2687.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
2668.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
2668.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2644.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2642.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2637.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2631.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
2608.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2598.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
2596.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
2591.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2584.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2575.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2573.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2569.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
2563.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
2556.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
2539.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2530.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
2514.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
2514.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
2504.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2498.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2483.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
2461.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
2458.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2443.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
2432.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2432.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2427.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2424.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2405.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2402.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
2387.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
2363.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
2363.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
2362.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
2338.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2336.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
2319.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2317.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2302.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
2288.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2281.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2280.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2257.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
2253.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2218.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
2217.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2214.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2210.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
2205.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2205.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2194.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
2181.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2151.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2150.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
2150.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2148.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2138.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2136.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2136.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
2136.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2127.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
2119.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
2116.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
2111.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2103.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2099.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2095.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2083.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
2074.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
2052.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
2022.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2022.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2017.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
2015.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2007.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1996.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1990.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1988.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1983.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1977.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1976.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1974.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1969.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1957.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1943.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1942.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1940.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1938.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1937.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1935.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1920.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1919.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1918.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1909.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1908.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1906.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1901.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1898.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1894.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1859.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1852.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1836.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1835.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1834.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1834.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1827.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1827.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1824.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1812.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1804.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1801.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1800.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
1797.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1793.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1793.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1783.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1781.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1771.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1766.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1748.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1745.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1709.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1699.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1685.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1668.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1666.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1666.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1664.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1654.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1654.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1651.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1650.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1644.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1634.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1630.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1624.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1624.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1623.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1612.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1603.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1598.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1583.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1574.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1565.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1561.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1551.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1548.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1525.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1518.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1509.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1503.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1501.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1498.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1496.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1482.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1477.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1465.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1463.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1456.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1447.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1447.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1446.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1437.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1421.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1414.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1411.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1401.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1399.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1395.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1391.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1379.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1375.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1374.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1373.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1369.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1343.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1342.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1332.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1322.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1313.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1312.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1275.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1266.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1250.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1238.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1237.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1228.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1222.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1217.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1195.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1194.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1186.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1169.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1165.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1155.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1145.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1144.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1123.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1122.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1063.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1052.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1036.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1034.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1030.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1024.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1021.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1004.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1004.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1001.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
997.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
996.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
995.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
995.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
994.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
994.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
983.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
980.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
975.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
974.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
971.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
962.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
955.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
952.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
935.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
931.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
929.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
913.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
890.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
884.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
879.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
870.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
853.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
851.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
843.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
837.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
835.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
816.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
812.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
796.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
788.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
787.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
775.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
752.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
750.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
738.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
733.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
718.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
718.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
708.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
704.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
702.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
697.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
687.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
685.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
659.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
647.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
630.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
626.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
619.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
612.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
611.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
611.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
599.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
594.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
592.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
586.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
580.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
579.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
556.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
555.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
550.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
550.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
544.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
540.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
534.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
531.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
531.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
522.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
490.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
479.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
464.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
461.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
461.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
460.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
459.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
447.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
445.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
435.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
423.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
419.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
417.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
394.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
390.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
353.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
338.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
324.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
257.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
248.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
235.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
225.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
212.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
167.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
138.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
131.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
131.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
101.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
76.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
72.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
69.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
65.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 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.
CLU 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
2629.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19568.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
7733.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
6638.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
6312.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
5689.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
5566.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5117.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
5031.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
4988.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
4819.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
4682.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
4591.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
4488.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
4433.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
4313.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4248.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
4019.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
3891.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
3839.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
3832.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
3665.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3608.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3559.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3333.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
3137.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
3027.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
2974.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
2922.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2908.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2868.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2866.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
2826.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
2774.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2744.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2720.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2701.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
2676.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2562.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
2531.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2513.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2464.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2423.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
2411.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2391.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
2368.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
2278.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
2255.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
2225.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
2217.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2166.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
2158.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2152.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
2141.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
2089.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
2066.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
2026.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1969.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1950.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1796.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1789.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1786.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1761.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1723.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1723.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1710.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1663.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1656.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1649.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1643.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1633.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1599.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1596.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1536.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1512.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1413.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1379.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1335.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1317.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1248.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1245.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1237.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1166.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1122.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1087.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1032.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1016.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1006.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
897.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
840.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
833.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
802.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
718.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
685.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
662.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
634.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
576.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
557.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
540.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
CLU 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
6733.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
45326.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
35953.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
24359.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23144.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
22047.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21963.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
20812.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
20649.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20236.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19881.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
19125.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18811.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
18420.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
18420.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17865.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17843.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
17389.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
17304.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17164.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16995.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16186.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15966.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15599.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15165.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15061.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15040.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14788.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14275.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14211.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14053.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13276.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13032.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12959.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12852.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12803.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12507.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
12488.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12357.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
12331.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
12270.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12237.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12215.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12110.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11920.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11897.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11864.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11813.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
11600.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11435.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11425.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
11334.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
10987.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10974.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10737.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
10684.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10603.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
10540.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10400.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10318.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
10225.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10014.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9968.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9886.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9884.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9809.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9742.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9442.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9328.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9202.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9199.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9070.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
9020.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
8958.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8889.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8841.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
8802.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8727.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8704.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8653.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8579.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8365.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8279.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8262.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8256.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8247.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8228.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8216.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8212.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8204.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7868.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7724.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7604.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7576.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7497.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7416.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7386.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7161.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
7153.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7133.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7077.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
7064.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
7051.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7035.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6926.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6900.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6890.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6832.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6736.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6678.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
6628.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
6583.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6491.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6401.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
6387.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6368.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6216.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6141.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
6070.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
5995.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5971.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
5957.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5907.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
5874.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5859.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5819.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5814.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5797.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5726.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
5650.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5612.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5596.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5353.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
5326.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
5313.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5295.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5284.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5270.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5242.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5231.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5202.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
5177.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
5135.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5128.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
5050.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4955.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4872.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4823.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
4786.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
4780.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4780.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4745.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4689.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4672.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4592.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
4591.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4577.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
4550.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
4543.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4541.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
4504.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
4491.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4447.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4362.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4285.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4237.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4156.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4121.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4049.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4005.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
3996.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
3954.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
3925.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
3921.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
3858.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3829.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3816.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3816.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3804.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3729.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
3716.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3708.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3661.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3657.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
3628.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
3601.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
3551.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3501.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
3447.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3362.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3325.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3310.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
3282.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3148.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
3148.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3125.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
3096.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3093.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3031.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2937.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2932.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
2929.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
2917.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2890.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2877.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2872.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
2855.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2794.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2772.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2746.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2741.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2705.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2682.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2616.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2580.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2508.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2455.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2429.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2426.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2361.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
2351.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2308.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2308.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2250.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
2248.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2209.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2202.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2176.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2159.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2154.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2137.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2128.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
2116.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2063.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
2033.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2009.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1964.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1949.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1931.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1918.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1911.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1846.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1827.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1777.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1774.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1769.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1754.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1592.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1591.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1549.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1538.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1507.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1431.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
1431.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1416.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1369.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1268.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1200.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1097.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
960.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
959.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
926.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
885.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
785.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
721.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
700.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
693.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
673.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
672.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
638.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
613.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
603.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
488.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
483.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
429.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
423.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
352.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
343.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
306.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
268.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
188.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
111.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
101.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
3.3
CPT0063630003
Tumor
2.5
CPT0084560003
Tumor
2.4
CPT0015910003
Tumor
1.4
CPT0014160003
Tumor
1.1
CPT0079510001
Normal
1.1
CPT0002350011
Tumor
1.1
CPT0066480003
Tumor
1.0
CPT0010120001
Normal
1.0
CPT0063320003
Tumor
0.8
CPT0065930003
Tumor
0.8
CPT0012920003
Normal
0.7
CPT0011240003
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0007860003
Tumor
0.6
CPT0077320001
Normal
0.6
CPT0009020003
Normal
0.6
CPT0019990003
Tumor
0.6
CPT0081990003
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0012570003
Normal
0.6
CPT0013790003
Normal
0.5
CPT0012290003
Normal
0.5
CPT0077310003
Tumor
0.5
CPT0002370001
Normal
0.5
CPT0079300001
Normal
0.5
CPT0017410003
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0012550003
Tumor
0.5
CPT0066520001
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0069190001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0076350001
Normal
0.4
CPT0025060001
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0011410003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0006730001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078530001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0088500001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0088920001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0014350001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0009000003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0082010001
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0025290003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
CPT0000660001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0088690003
Tumor
-0.4
CPT0025610001
Normal
-0.4
CPT0071150004
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0023710001
Normal
-0.5
CPT0088480003
Tumor
-0.5
CPT0001230001
Normal
-0.5
CPT0025050003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0079430001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0088970003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0065450001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0021240003
Tumor
-0.6
CPT0007320003
Tumor
-0.6
CPT0025230003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0081600003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0014370004
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0078830003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0001500009
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0086870003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0015730003
Tumor
-0.8
CPT0079410003
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0006440003
Tumor
-0.9
CPT0079180003
Tumor
-0.9
CPT0009060003
Tumor
-0.9
CPT0012670003
Tumor
-0.9
CPT0012280003
Tumor
-1.0
CPT0086360003
Tumor
-1.0
CPT0077110003
Tumor
-1.0
CPT0010110003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0024670003
Tumor
-1.1
CPT0079270003
Tumor
-1.2
CPT0086950003
Tumor
-1.2
CPT0014450004
Tumor
-1.2
CPT0078990003
Tumor
-1.3
CPT0001540009
Tumor
-1.3
CPT0001180009
Tumor
-1.3
CPT0078800003
Tumor
-1.3
CPT0088550004
Tumor
-1.6
CPT0026410003
Tumor
-1.6
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.