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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.
CDIPT 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
86.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
186.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
142.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
135.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
129.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
129.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
122.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
122.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
119.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
119.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
117.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
115.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
114.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
114.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
112.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
108.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
107.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
104.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
102.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
101.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
101.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
100.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
99.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
99.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
98.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
94.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
88.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
87.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
86.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
83.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
82.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
82.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
81.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
78.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
78.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
78.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
77.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
76.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
76.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
74.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
74.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
74.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
73.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
73.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
72.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
69.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
68.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
67.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
67.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
66.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
61.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
61.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
60.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
59.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
58.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
57.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
56.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
56.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
49.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
49.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
46.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
44.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
42.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
36.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
CDIPT 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
83.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
197.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
173.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
170.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
166.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
164.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
163.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
154.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
151.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
146.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
144.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
143.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
143.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
139.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
137.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
136.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
136.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
135.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
135.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
133.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
132.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
131.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
131.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
129.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
129.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
129.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
127.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
127.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
126.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
124.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
124.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
123.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
122.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
122.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
120.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
120.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
120.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
119.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
118.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
118.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
118.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
117.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
116.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
116.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
116.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
116.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
116.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
116.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
115.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
115.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
115.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
114.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
114.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
114.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
114.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
114.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
113.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
113.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
113.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
113.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
113.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
113.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
112.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
112.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
112.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
112.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
112.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
111.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
111.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
111.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
110.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
110.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
110.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
109.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
109.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
109.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
109.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
109.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
109.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
109.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
108.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
107.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
106.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
106.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
106.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
105.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
105.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
105.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
104.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
104.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
104.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
104.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
104.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
104.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
103.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
103.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
103.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
103.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
102.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
102.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
102.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
102.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
102.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
102.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
102.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
102.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
101.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
101.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
101.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
101.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
101.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
101.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
101.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
101.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
100.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
100.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
100.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
100.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
100.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
100.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
100.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
100.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
99.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
99.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
99.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
99.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
99.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
99.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
98.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
98.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
98.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
98.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
98.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
98.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
98.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
98.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
98.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
98.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
98.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
98.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
98.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
97.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
97.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
97.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
97.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
97.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
96.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
96.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
96.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
96.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
96.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
96.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
96.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
95.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
95.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
95.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
95.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
95.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
95.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
94.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
94.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
94.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
94.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
94.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
94.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
93.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
93.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
93.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
93.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
93.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
93.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
93.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
93.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
93.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
93.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
93.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
92.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
92.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
92.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
92.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
92.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
92.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
91.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
91.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
91.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
91.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
91.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
91.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
91.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
91.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
91.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
91.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
91.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
91.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
90.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
90.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
90.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
90.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
90.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
90.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
90.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
90.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
90.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
90.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
90.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
90.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
89.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
89.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
89.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
89.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
89.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
89.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
89.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
89.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
89.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
89.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
88.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
88.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
88.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
88.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
88.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
88.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
88.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
88.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
88.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
88.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
88.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
88.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
87.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
87.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
87.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
87.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
87.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
87.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
87.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
87.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
87.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
87.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
87.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
86.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
86.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
86.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
86.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
86.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
85.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
85.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
85.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
85.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
85.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
85.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
85.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
84.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
84.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
83.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
83.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
83.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
83.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
83.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
83.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
83.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
82.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
82.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
82.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
82.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
81.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
81.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
81.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
81.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
81.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
81.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
81.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
81.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
81.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
81.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
80.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
80.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
80.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
80.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
79.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
79.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
79.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
79.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
79.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
79.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
79.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
79.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
79.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
79.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
79.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
79.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
79.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
79.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
79.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
78.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
78.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
78.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
78.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
78.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
78.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
78.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
78.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
78.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
78.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
78.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
77.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
77.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
77.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
76.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
76.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
76.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
76.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
76.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
76.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
76.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
76.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
76.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
76.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
76.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
75.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
75.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
75.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
75.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
75.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
75.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
75.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
74.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
74.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
74.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
74.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
74.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
74.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
74.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
74.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
73.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
73.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
73.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
73.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
73.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
73.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
73.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
73.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
73.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
73.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
72.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
72.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
72.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
72.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
72.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
72.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
72.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
71.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
71.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
71.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
71.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
71.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
71.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
70.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
70.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
70.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
70.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
70.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
70.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
69.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
69.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
69.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
69.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
69.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
69.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
69.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
69.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
68.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
68.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
68.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
68.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
68.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
68.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
68.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
68.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
68.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
67.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
67.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
67.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
67.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
67.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
67.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
67.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
66.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
66.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
66.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
66.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
66.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
66.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
66.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
66.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
65.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
65.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
65.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
65.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
65.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
64.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
64.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
63.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
63.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
63.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
63.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
63.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
63.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
62.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
62.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
62.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
62.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
62.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
61.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
61.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
61.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
61.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
61.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
61.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
60.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
60.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
60.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
60.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
60.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
60.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
59.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
59.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
59.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
59.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
59.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
59.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
58.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
58.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
58.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
58.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
58.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
57.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
57.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
57.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
57.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
57.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
57.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
57.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
57.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
56.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
56.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
56.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
55.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
55.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
55.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
55.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
55.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
55.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
54.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
54.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
54.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
54.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
54.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
54.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
54.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
53.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
53.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
53.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
52.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
52.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
52.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
52.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
52.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
51.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
51.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
51.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
50.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
50.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
50.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
49.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
49.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
49.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
49.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
49.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
49.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
48.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
48.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
47.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
46.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
46.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
45.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
45.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
45.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
45.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
45.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
45.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
44.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
44.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
44.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
43.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
42.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
41.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
41.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
41.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
41.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
41.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
40.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
40.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
38.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
38.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
38.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
37.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
36.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
35.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
33.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
29.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
25.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
22.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
CDIPT 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
77.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
197.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
151.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
117.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
116.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
114.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
114.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
110.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
109.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
108.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
108.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
104.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
104.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
103.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
102.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
101.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
101.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
99.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
99.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
98.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
98.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
97.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
97.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
96.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
94.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
92.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
92.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
89.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
88.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
87.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
86.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
85.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
84.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
84.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
83.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
83.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
80.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
79.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
78.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
78.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
77.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
77.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
77.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
76.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
76.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
75.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
75.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
75.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
74.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
73.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
71.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
71.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
70.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
69.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
69.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
68.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
68.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
67.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
66.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
66.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
66.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
66.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
65.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
65.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
65.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
64.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
64.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
64.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
62.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
62.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
62.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
62.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
61.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
61.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
61.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
60.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
59.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
58.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
57.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
56.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
55.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
55.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
54.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
52.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
50.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
50.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
49.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
44.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
43.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
41.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
39.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
39.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
CDIPT 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
106.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
326.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
314.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
285.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
250.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
240.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
228.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
221.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
219.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
219.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
199.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
196.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
195.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
195.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
178.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
177.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
176.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
176.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
171.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
171.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
171.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
168.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
166.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
165.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
162.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
161.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
159.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
155.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
155.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
154.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
154.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
153.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
152.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
152.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
150.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
150.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
149.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
149.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
149.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
148.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
148.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
147.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
145.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
144.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
140.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
139.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
139.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
137.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
136.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
136.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
136.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
136.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
136.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
135.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
134.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
133.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
133.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
133.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
133.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
131.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
131.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
130.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
129.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
129.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
128.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
128.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
128.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
126.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
125.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
125.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
124.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
123.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
123.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
123.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
123.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
122.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
122.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
120.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
119.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
119.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
119.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
118.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
118.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
118.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
117.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
117.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
117.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
117.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
117.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
116.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
116.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
116.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
115.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
115.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
114.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
114.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
113.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
113.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
113.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
111.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
111.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
111.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
110.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
110.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
110.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
109.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
109.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
109.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
108.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
108.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
108.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
107.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
107.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
107.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
107.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
107.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
106.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
106.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
106.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
106.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
106.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
105.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
105.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
105.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
105.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
105.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
104.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
104.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
104.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
103.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
103.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
103.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
103.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
103.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
103.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
102.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
102.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
101.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
101.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
101.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
100.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
100.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
100.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
100.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
99.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
99.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
98.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
98.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
98.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
98.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
97.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
96.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
96.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
96.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
96.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
95.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
95.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
94.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
93.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
93.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
93.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
93.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
92.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
92.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
92.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
92.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
91.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
91.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
91.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
91.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
90.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
90.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
90.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
90.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
90.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
89.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
89.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
89.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
89.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
88.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
88.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
88.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
88.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
88.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
86.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
86.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
86.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
85.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
85.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
85.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
84.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
84.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
83.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
83.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
83.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
82.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
82.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
81.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
81.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
80.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
80.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
79.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
79.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
79.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
79.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
79.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
78.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
77.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
77.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
77.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
77.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
76.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
76.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
76.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
76.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
75.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
75.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
75.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
75.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
75.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
75.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
74.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
74.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
73.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
73.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
73.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
73.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
73.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
72.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
72.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
72.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
72.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
71.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
71.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
71.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
70.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
70.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
69.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
69.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
69.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
68.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
68.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
66.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
66.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
66.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
66.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
65.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
65.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
65.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
65.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
65.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
65.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
64.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
64.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
64.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
64.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
63.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
63.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
62.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
61.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
60.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
60.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
57.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
55.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
54.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
54.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
54.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
53.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
52.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
52.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
51.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
51.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
51.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
50.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
47.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
47.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
46.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
45.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
43.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
37.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
36.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
32.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079270003
Tumor
2.3
CPT0025110003
Tumor
1.8
CPT0002350011
Tumor
1.8
CPT0078510003
Tumor
1.2
CPT0065810003
Tumor
0.8
CPT0001500009
Tumor
0.7
CPT0025880003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0001230001
Normal
0.6
CPT0025580004
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0078830003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0079480003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0077110003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0025170003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0092310003
Normal
0.3
CPT0006900003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0000790001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0007870001
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0088900003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0086030003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0079510001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0026420001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0092190003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0088550004
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0014350001
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0010160003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0000890001
Normal
-0.3
CPT0069190001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0066480003
Tumor
-0.4
CPT0075570001
Normal
-0.4
CPT0000780007
Tumor
-0.4
CPT0065930003
Tumor
-0.5
CPT0069010001
Normal
-0.5
CPT0081990003
Tumor
-0.5
CPT0078660003
Tumor
-0.5
CPT0088970003
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0081880003
Tumor
-0.6
CPT0076350001
Normal
-0.7
CPT0075560003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0011410003
Tumor
-0.8
CPT0078530001
Normal
-0.8
CPT0012290003
Normal
-1.0
CPT0012640003
Normal
-1.1
CPT0012180003
Tumor
-1.2
CPT0013790003
Normal
-1.2
CPT0012370003
Tumor
-1.3
CPT0012080003
Tumor
-1.4
CPT0012670003
Tumor
-1.5
CPT0012090003
Normal
-1.5
CPT0092160003
Tumor
-1.8
CPT0017850003
Tumor
-1.8
CPT0009020003
Normal
-1.9
CPT0021240003
Tumor
-2.0
CPT0018250001
Normal
-2.0
CPT0009000003
Tumor
-2.1
CPT0009060003
Tumor
-2.1
CPT0012550003
Tumor
-2.1
CPT0017450001
Normal
-2.3
CPT0024680001
Normal
-2.3
CPT0012770003
Normal
-2.4
CPT0079180003
Tumor
-2.4
CPT0024670003
Tumor
-2.5
CPT0012570003
Normal
-2.8
CPT0009080003
Normal
-2.9
CPT0012920003
Normal
-3.1
CPT0012900004
Tumor
-3.5
CPT0011240003
Tumor
-3.5
CPT0017410003
Tumor
-3.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.