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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.
IGLL5 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
3.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
182.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
IGLL5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
41.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2007.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1838.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1335.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1196.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
792.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
763.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
734.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
582.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
502.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
435.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
401.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
364.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
350.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
337.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
316.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
299.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
253.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
252.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
239.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
222.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
218.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
183.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
179.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
179.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
150.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
140.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
136.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
120.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
116.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
112.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
111.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
106.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
104.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
100.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
99.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
99.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
98.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
96.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
94.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
93.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
89.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
89.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
82.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
80.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
78.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
74.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
72.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
72.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
71.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
68.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
68.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
68.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
68.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
67.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
67.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
67.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
66.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
66.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
62.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
60.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
58.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
57.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
55.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
54.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
54.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
50.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
49.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
48.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
48.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
45.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
44.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
43.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
40.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
40.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
40.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
39.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
37.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
36.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
34.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
34.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
34.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
34.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
33.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
33.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
32.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
32.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
32.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
32.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
30.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
29.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
29.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
29.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
29.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
28.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
28.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
27.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
25.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
25.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
24.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
23.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
21.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
19.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
19.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
18.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
17.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
14.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
11.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
10.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
10.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
9.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
9.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
8.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
8.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
7.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
7.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
7.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
7.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
6.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
6.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
6.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
6.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
6.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
6.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
6.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
5.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
5.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
5.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
5.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
5.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
5.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
5.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
5.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
5.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
5.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
5.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
5.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
5.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
5.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
5.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
5.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
5.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
4.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
4.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
4.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
4.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
4.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
4.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
4.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
4.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
4.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
4.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
4.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
4.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
4.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
4.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
4.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
4.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
4.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
4.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
4.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
3.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
3.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
3.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
3.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
3.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
3.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
3.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
3.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
3.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
3.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
3.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
3.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
3.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
3.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
3.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
3.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
3.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
3.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
3.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
3.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
3.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
3.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
3.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
3.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
3.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
2.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
2.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
2.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
2.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
2.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
2.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
2.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
2.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
2.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
2.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
2.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
2.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
2.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
2.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
2.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
2.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
2.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
2.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
2.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
2.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
2.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
2.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
2.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
2.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
2.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
2.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
2.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
2.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
2.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
0.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
0.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
0.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
0.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
0.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
0.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
0.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
0.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
0.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
0.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
0.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
0.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
0.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
0.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
0.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
0.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
0.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
0.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
0.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
0.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
0.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
0.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
0.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
0.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
0.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
0.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
0.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
0.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGLL5 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
35.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
438.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
404.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
290.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
236.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
190.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
170.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
136.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
95.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
94.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
91.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
66.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
52.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
45.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
45.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
43.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
40.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
39.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
38.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
37.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
35.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
34.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
33.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
16.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
8.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
8.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
7.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
6.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
6.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
5.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
5.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
4.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
4.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
4.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
4.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
4.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
4.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
3.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
3.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
3.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
3.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
3.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
3.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
3.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
1.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
0.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
0.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
0.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
0.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
IGLL5 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
16.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
557.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
454.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
396.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
389.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
314.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
235.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
191.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
146.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
121.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
105.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
96.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
86.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
72.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
68.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
68.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
58.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
48.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
46.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
44.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
43.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
42.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
37.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
34.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
31.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
30.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
30.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
30.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
22.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
22.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
14.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
12.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
10.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
9.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
8.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
6.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
5.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
5.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
4.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
3.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
3.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
3.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
3.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
3.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
2.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
0.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
0.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
0.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
0.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
0.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
2.5
CPT0069160003
Tumor
1.7
CPT0087040003
Tumor
1.7
CPT0063320003
Tumor
1.6
CPT0089020003
Tumor
1.5
CPT0088550004
Tumor
1.4
CPT0065750003
Tumor
1.3
CPT0019990003
Tumor
1.3
CPT0069190001
Normal
1.3
CPT0066480003
Tumor
1.2
CPT0077310003
Tumor
1.1
CPT0081990003
Tumor
1.1
CPT0063630003
Tumor
1.1
CPT0011410003
Tumor
1.1
CPT0001220008
Tumor
1.0
CPT0006900003
Tumor
1.0
CPT0019130003
Tumor
0.8
CPT0000640003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0064370003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0012900004
Tumor
0.7
CPT0079510001
Normal
0.6
CPT0084560003
Tumor
0.6
CPT0092160003
Tumor
0.5
CPT0012920003
Normal
0.5
CPT0087050003
Normal
0.5
CPT0065930003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0076350001
Normal
0.5
CPT0014370004
Tumor
0.5
CPT0075170001
Normal
0.5
CPT0017410003
Tumor
0.5
CPT0078930003
Tumor
0.5
CPT0075560003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0006440003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0089040001
Normal
0.3
CPT0075720003
Tumor
0.3
CPT0001550001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0065430003
Tumor
0.3
CPT0078840001
Normal
0.3
CPT0092190003
Normal
0.3
CPT0000780007
Tumor
0.3
CPT0020020001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0078510003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0010120001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0069000003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0025350003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0012370003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0007470001
Normal
-0.3
CPT0025050003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0086360003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0012670003
Tumor
-0.4
CPT0086890003
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0092790003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0089480003
Normal
-0.4
CPT0024670003
Tumor
-0.4
CPT0082010001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0020120003
Tumor
-0.4
CPT0088920001
Normal
-0.4
CPT0012090003
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0012080003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0014130001
Normal
-0.5
CPT0015730003
Tumor
-0.5
CPT0012570003
Normal
-0.5
CPT0088570001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0088710001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0020130001
Normal
-0.6
CPT0086370003
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0017450001
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0001260009
Tumor
-0.6
CPT0088500001
Normal
-0.7
CPT0014450004
Tumor
-0.7
CPT0009080003
Normal
-0.7
CPT0023350003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0089460004
Tumor
-0.7
CPT0079000001
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0086870003
Tumor
-0.7
CPT0065450001
Normal
-0.7
CPT0009060003
Tumor
-0.7
CPT0086820003
Tumor
-0.8
CPT0088630003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0010170001
Normal
-0.8
CPT0063640001
Normal
-0.8
CPT0077110003
Tumor
-0.8
CPT0001510001
Normal
-0.8
CPT0079410003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0078660003
Tumor
-0.8
CPT0023710001
Normal
-0.8
CPT0025610001
Normal
-0.8
CPT0086830003
Normal
-0.9
CPT0001230001
Normal
-0.9
CPT0007870001
Normal
-0.9
CPT0088970003
Tumor
-0.9
CPT0064400001
Normal
-0.9
CPT0001340003
Tumor
-0.9
CPT0001540009
Tumor
-1.0
CPT0065810003
Tumor
-1.0
CPT0023360001
Normal
-1.0
CPT0065820001
Normal
-1.1
CPT0000790001
Normal
-1.1
CPT0092800003
Normal
-1.1
CPT0079430001
Normal
-1.1
CPT0001270001
Normal
-1.1
CPT0078990003
Tumor
-1.2
CPT0078800003
Tumor
-1.2
CPT0079270003
Tumor
-1.2
CPT0026410003
Tumor
-1.2
CPT0092740003
Normal
-1.2
CPT0000660001
Normal
-1.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
