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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.
RNASET2 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
15.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
87.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
49.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
37.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
34.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
32.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
31.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
25.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
24.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
17.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
15.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
15.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
13.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
11.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
RNASET2 is potential prognostic, high expression is unfavorable 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
318.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1945.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1454.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1385.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1373.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1299.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1176.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1114.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1013.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
967.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
952.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
897.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
872.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
863.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
858.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
854.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
848.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
846.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
839.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
834.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
830.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
818.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
818.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
806.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
806.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
798.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
791.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
781.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
779.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
775.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
773.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
764.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
761.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
759.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
759.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
757.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
754.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
750.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
736.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
733.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
730.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
729.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
725.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
721.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
720.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
718.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
718.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
715.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
713.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
707.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
701.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
701.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
700.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
699.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
682.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
678.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
672.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
671.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
669.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
668.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
666.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
661.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
644.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
642.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
640.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
638.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
636.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
634.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
631.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
619.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
616.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
613.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
612.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
608.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
603.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
600.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
598.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
588.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
588.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
587.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
583.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
583.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
577.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
576.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
573.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
565.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
564.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
561.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
558.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
558.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
556.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
551.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
549.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
547.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
543.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
540.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
534.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
529.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
529.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
527.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
526.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
525.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
512.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
511.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
511.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
506.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
506.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
504.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
503.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
501.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
498.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
494.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
492.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
491.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
488.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
485.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
482.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
481.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
479.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
472.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
471.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
470.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
462.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
460.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
457.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
456.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
454.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
452.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
447.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
447.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
447.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
446.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
446.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
445.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
444.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
441.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
440.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
439.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
435.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
434.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
433.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
431.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
431.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
424.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
424.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
423.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
423.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
422.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
421.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
420.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
414.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
413.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
411.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
408.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
407.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
407.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
407.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
406.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
405.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
401.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
401.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
398.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
394.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
393.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
393.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
393.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
391.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
390.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
388.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
384.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
384.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
380.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
377.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
377.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
376.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
376.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
375.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
374.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
374.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
373.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
372.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
372.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
369.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
367.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
366.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
366.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
366.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
365.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
365.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
364.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
363.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
362.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
361.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
361.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
358.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
356.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
354.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
354.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
349.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
348.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
340.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
338.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
336.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
335.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
335.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
335.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
334.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
333.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
332.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
331.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
329.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
329.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
328.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
327.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
327.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
324.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
321.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
321.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
317.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
315.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
313.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
312.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
310.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
309.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
309.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
308.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
308.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
306.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
304.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
303.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
298.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
293.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
292.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
292.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
290.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
288.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
285.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
284.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
284.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
284.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
284.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
283.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
282.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
282.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
280.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
279.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
279.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
278.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
278.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
276.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
274.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
273.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
270.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
269.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
269.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
267.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
266.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
266.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
265.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
265.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
264.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
262.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
261.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
258.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
256.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
255.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
254.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
254.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
253.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
252.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
250.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
250.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
249.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
249.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
249.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
247.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
247.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
247.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
243.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
242.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
240.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
239.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
236.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
234.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
234.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
231.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
230.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
228.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
226.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
224.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
223.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
222.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
222.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
217.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
215.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
215.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
215.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
214.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
212.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
211.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
211.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
209.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
208.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
205.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
204.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
204.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
203.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
203.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
203.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
200.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
199.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
199.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
199.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
199.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
198.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
196.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
193.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
192.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
191.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
187.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
186.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
185.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
183.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
183.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
181.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
181.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
180.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
178.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
176.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
174.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
173.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
172.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
170.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
169.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
169.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
169.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
168.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
168.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
167.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
166.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
166.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
163.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
161.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
161.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
160.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
159.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
158.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
155.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
154.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
153.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
148.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
147.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
146.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
145.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
144.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
141.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
141.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
141.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
139.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
137.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
136.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
135.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
134.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
134.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
133.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
130.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
130.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
128.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
126.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
125.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
125.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
124.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
123.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
121.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
121.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
120.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
119.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
117.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
117.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
116.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
115.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
115.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
114.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
114.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
113.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
112.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
112.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
111.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
111.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
110.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
110.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
109.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
108.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
106.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
104.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
101.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
101.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
99.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
98.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
98.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
97.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
97.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
94.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
94.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
92.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
92.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
87.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
86.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
86.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
86.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
85.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
83.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
82.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
82.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
82.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
82.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
82.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
81.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
81.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
81.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
80.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
79.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
79.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
79.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
78.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
78.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
77.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
77.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
76.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
76.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
76.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
76.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
76.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
75.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
72.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
72.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
72.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
72.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
71.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
71.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
70.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
70.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
70.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
70.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
69.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
68.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
67.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
67.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
66.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
66.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
65.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
64.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
64.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
63.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
63.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
62.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
62.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
62.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
61.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
60.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
60.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
60.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
59.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
58.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
58.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
58.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
57.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
57.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
57.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
57.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
57.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
56.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
56.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
56.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
55.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
55.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
54.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
53.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
52.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
51.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
51.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
50.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
50.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
49.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
48.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
47.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
46.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
45.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
45.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
41.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
38.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
38.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
37.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
36.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
35.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
27.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
27.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
23.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
14.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
RNASET2 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
337.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1194.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1151.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
927.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
890.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
863.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
788.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
771.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
764.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
678.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
645.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
643.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
592.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
592.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
575.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
567.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
554.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
549.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
540.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
517.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
507.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
501.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
488.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
475.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
470.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
455.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
455.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
437.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
434.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
409.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
402.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
397.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
385.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
380.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
375.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
371.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
371.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
360.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
359.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
350.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
349.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
347.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
340.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
338.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
333.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
333.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
316.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
309.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
291.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
282.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
277.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
276.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
275.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
262.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
257.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
252.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
246.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
241.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
239.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
237.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
235.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
234.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
229.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
222.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
220.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
213.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
210.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
210.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
200.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
191.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
186.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
186.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
184.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
178.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
175.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
166.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
161.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
159.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
149.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
146.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
145.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
143.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
127.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
122.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
114.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
110.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
107.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
107.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
107.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
99.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
97.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
78.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
71.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
70.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
68.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
61.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
54.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
50.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
49.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
RNASET2 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
121.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1459.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1085.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
733.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
539.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
521.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
408.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
393.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
389.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
387.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
378.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
367.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
318.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
317.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
314.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
302.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
299.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
290.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
290.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
286.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
285.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
277.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
274.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
267.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
264.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
261.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
256.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
255.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
246.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
243.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
242.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
230.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
230.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
228.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
222.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
222.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
219.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
218.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
216.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
210.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
210.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
209.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
208.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
205.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
204.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
202.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
198.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
194.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
192.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
190.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
189.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
189.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
188.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
188.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
186.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
185.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
184.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
182.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
182.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
175.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
175.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
175.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
174.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
172.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
169.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
165.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
162.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
162.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
162.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
161.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
161.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
160.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
159.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
158.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
155.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
155.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
155.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
150.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
150.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
150.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
145.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
145.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
144.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
144.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
144.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
143.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
143.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
140.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
140.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
139.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
137.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
136.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
136.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
136.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
132.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
131.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
131.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
128.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
128.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
126.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
126.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
125.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
124.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
119.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
118.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
117.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
115.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
115.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
114.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
113.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
111.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
111.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
106.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
106.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
105.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
105.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
105.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
103.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
102.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
100.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
99.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
99.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
99.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
98.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
97.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
97.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
96.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
96.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
94.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
93.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
92.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
92.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
91.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
91.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
91.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
90.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
90.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
89.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
89.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
88.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
88.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
86.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
85.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
84.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
84.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
84.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
83.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
82.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
82.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
82.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
80.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
79.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
79.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
78.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
77.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
76.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
76.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
75.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
75.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
74.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
74.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
73.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
72.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
72.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
71.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
69.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
67.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
67.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
66.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
65.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
64.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
64.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
63.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
62.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
62.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
61.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
61.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
59.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
59.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
59.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
59.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
59.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
58.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
58.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
55.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
53.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
53.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
53.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
51.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
51.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
50.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
50.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
49.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
49.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
47.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
47.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
47.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
47.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
47.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
47.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
46.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
46.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
44.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
42.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
41.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
41.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
41.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
39.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
38.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
37.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
36.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
36.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
35.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
34.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
33.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
32.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
31.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
31.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
30.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
29.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
29.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
29.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
28.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
27.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
27.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
26.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
25.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
24.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
23.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
22.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
19.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
18.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
6.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
3.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009060003
Tumor
1.5
CPT0001180009
Tumor
1.3
CPT0026420001
Normal
1.2
CPT0086950003
Tumor
1.0
CPT0088690003
Tumor
0.9
CPT0065430003
Tumor
0.9
CPT0078830003
Tumor
0.9
CPT0019130003
Tumor
0.8
CPT0079380003
Tumor
0.8
CPT0086820003
Tumor
0.8
CPT0092160003
Tumor
0.7
CPT0064370003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0024680001
Normal
0.7
CPT0078840001
Normal
0.7
CPT0001220008
Tumor
0.7
CPT0012090003
Normal
0.7
CPT0069160003
Tumor
0.7
CPT0084560003
Tumor
0.7
CPT0065750003
Tumor
0.6
CPT0020020001
Normal
0.6
CPT0006900003
Tumor
0.6
CPT0000890001
Normal
0.6
CPT0012280003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0025060001
Normal
0.6
CPT0088500001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0001190001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0079410003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0087050003
Normal
0.5
CPT0017410003
Tumor
0.4
CPT0012570003
Normal
0.4
CPT0088780001
Normal
0.4
CPT0077110003
Tumor
0.4
CPT0077500001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0089480003
Normal
0.4
CPT0014160003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0086970003
Normal
0.4
CPT0013790003
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0081620001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0079000001
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0012290003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0000660001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0092310003
Normal
0.0
CPT0075170001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0007870001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0009020003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0092290003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0002370001
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0078510003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0092190003
Normal
-0.5
CPT0089020003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0012180003
Tumor
-0.6
CPT0069190001
Normal
-0.6
CPT0001340003
Tumor
-0.6
CPT0001230001
Normal
-0.6
CPT0089460004
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0025350003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0017850003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
CPT0001270001
Normal
-0.7
CPT0007860003
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0010160003
Tumor
-0.7
CPT0000780007
Tumor
-0.7
CPT0025230003
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0006440003
Tumor
-0.8
CPT0014450004
Tumor
-0.8
CPT0025170003
Tumor
-0.8
CPT0079270003
Tumor
-0.8
CPT0081990003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0011410003
Tumor
-0.9
CPT0002270011
Tumor
-0.9
CPT0000870016
Tumor
-0.9
CPT0066470004
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0079510001
Normal
-0.9
CPT0021240003
Tumor
-0.9
CPT0071150004
Tumor
-1.0
CPT0079300001
Normal
-1.0
CPT0020120003
Tumor
-1.0
CPT0078990003
Tumor
-1.0
CPT0086030003
Tumor
-1.0
CPT0012640003
Normal
-1.0
CPT0086870003
Tumor
-1.1
CPT0007320003
Tumor
-1.2
CPT0015730003
Tumor
-1.2
CPT0065810003
Tumor
-1.2
CPT0086360003
Tumor
-1.2
CPT0065870003
Tumor
-1.3
CPT0025110003
Tumor
-1.3
CPT0078660003
Tumor
-1.4
CPT0088480003
Tumor
-1.4
CPT0001500009
Tumor
-1.6
CPT0026410003
Tumor
-1.6
CPT0088970003
Tumor
-1.7
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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.
The Human Protein Atlas project is funded
