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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.
WBP2 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
111.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
255.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
231.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
229.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
195.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
194.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
194.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
193.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
186.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
172.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
162.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
158.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
153.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
150.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
143.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
140.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
138.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
133.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
133.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
130.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
130.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
126.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
121.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
119.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
116.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
113.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
113.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
110.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
107.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
105.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
103.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
102.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
101.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
100.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
97.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
93.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
92.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
89.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
88.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
88.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
83.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
78.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
76.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
76.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
75.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
74.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
74.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
74.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
73.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
73.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
72.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
72.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
71.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
70.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
68.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
67.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
67.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
66.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
65.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
64.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
59.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
59.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
50.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
45.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 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.
WBP2 is potential prognostic, high expression is favorable 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
106.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
442.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
199.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
197.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
192.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
190.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
175.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
174.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
173.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
170.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
170.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
168.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
168.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
167.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
166.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
166.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
164.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
163.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
162.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
161.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
161.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
161.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
160.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
160.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
158.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
158.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
157.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
157.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
157.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
156.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
156.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
155.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
155.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
155.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
155.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
155.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
153.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
153.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
151.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
150.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
149.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
148.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
148.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
148.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
148.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
148.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
147.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
147.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
146.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
146.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
146.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
146.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
145.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
145.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
145.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
145.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
144.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
143.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
142.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
142.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
142.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
142.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
142.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
142.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
141.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
141.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
141.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
140.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
140.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
140.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
140.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
140.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
139.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
139.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
139.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
139.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
139.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
139.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
139.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
138.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
138.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
137.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
137.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
137.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
136.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
136.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
136.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
136.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
136.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
136.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
136.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
135.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
135.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
134.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
134.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
134.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
133.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
133.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
133.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
132.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
132.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
132.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
132.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
131.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
131.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
130.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
130.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
130.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
130.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
130.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
129.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
129.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
129.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
128.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
128.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
128.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
128.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
128.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
128.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
127.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
127.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
127.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
126.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
126.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
126.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
126.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
125.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
125.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
125.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
125.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
125.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
125.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
125.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
124.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
124.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
124.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
124.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
124.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
123.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
123.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
123.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
123.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
123.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
123.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
123.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
122.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
122.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
121.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
121.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
121.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
121.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
121.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
121.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
121.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
120.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
120.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
120.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
120.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
119.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
119.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
119.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
119.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
119.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
119.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
118.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
118.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
118.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
118.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
118.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
118.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
117.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
117.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
117.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
117.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
117.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
117.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
117.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
117.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
117.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
117.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
116.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
116.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
116.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
116.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
115.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
115.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
115.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
115.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
115.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
115.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
115.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
115.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
115.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
114.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
114.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
114.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
114.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
114.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
114.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
114.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
114.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
114.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
114.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
114.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
113.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
113.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
113.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
113.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
113.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
112.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
112.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
112.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
112.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
112.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
112.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
112.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
112.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
112.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
111.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
111.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
111.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
111.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
111.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
111.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
110.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
110.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
110.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
110.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
110.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
110.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
110.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
109.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
109.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
109.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
109.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
109.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
109.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
108.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
108.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
108.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
108.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
108.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
108.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
108.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
107.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
107.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
107.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
107.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
107.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
107.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
107.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
107.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
107.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
107.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
106.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
106.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
106.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
106.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
106.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
106.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
105.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
105.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
105.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
105.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
105.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
105.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
105.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
105.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
105.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
104.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
104.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
104.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
104.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
104.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
103.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
103.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
103.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
103.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
103.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
103.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
103.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
103.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
102.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
102.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
102.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
102.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
102.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
102.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
102.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
101.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
101.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
101.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
101.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
101.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
101.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
100.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
100.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
100.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
99.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
99.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
99.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
98.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
98.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
98.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
98.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
98.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
98.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
98.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
98.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
98.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
98.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
97.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
97.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
97.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
97.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
97.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
97.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
97.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
97.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
96.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
96.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
96.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
96.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
96.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
95.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
95.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
95.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
94.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
94.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
94.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
94.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
94.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
94.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
93.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
93.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
93.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
93.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
93.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
93.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
93.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
93.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
93.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
92.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
92.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
92.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
92.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
92.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
92.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
92.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
92.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
91.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
91.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
91.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
91.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
91.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
90.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
90.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
90.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
90.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
90.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
90.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
90.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
90.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
89.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
89.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
89.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
89.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
89.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
88.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
88.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
88.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
88.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
88.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
88.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
88.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
87.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
87.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
87.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
87.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
87.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
87.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
87.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
87.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
86.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
86.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
86.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
86.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
86.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
86.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
86.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
86.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
85.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
85.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
85.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
84.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
84.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
83.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
83.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
83.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
83.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
83.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
83.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
83.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
83.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
81.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
81.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
80.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
80.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
80.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
80.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
79.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
79.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
79.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
79.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
78.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
78.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
78.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
77.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
77.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
77.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
77.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
77.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
77.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
77.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
77.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
76.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
76.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
76.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
76.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
76.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
76.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
75.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
75.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
75.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
75.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
75.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
75.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
75.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
75.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
75.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
74.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
74.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
74.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
74.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
73.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
73.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
73.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
73.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
73.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
73.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
72.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
71.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
71.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
71.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
70.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
70.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
70.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
69.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
69.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
69.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
68.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
68.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
68.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
68.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
66.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
66.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
65.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
65.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
65.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
65.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
65.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
64.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
63.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
63.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
63.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
63.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
62.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
62.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
62.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
61.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
60.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
59.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
59.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
59.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
59.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
58.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
57.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
57.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
57.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
56.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
56.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
55.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
55.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
54.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
54.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
52.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
52.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
51.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
51.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
49.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
49.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
49.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
49.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
49.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
49.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
48.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
48.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
47.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
44.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
41.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
40.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
40.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
39.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
26.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
19.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
WBP2 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
110.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
207.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
197.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
185.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
184.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
165.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
160.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
158.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
157.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
154.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
150.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
150.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
146.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
145.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
143.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
142.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
138.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
137.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
135.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
133.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
133.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
133.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
130.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
129.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
129.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
128.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
128.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
126.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
126.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
125.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
124.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
123.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
123.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
122.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
122.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
122.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
122.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
120.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
120.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
119.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
118.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
118.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
116.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
115.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
113.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
113.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
111.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
111.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
111.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
110.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
110.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
109.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
106.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
106.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
105.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
104.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
104.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
102.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
102.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
102.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
102.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
101.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
101.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
99.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
99.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
98.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
98.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
96.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
96.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
96.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
96.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
95.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
93.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
93.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
93.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
92.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
91.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
88.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
88.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
84.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
83.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
82.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
81.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
79.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
78.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
78.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
73.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
73.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
70.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
69.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
69.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
67.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
67.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
66.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
64.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
62.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
54.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
54.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
WBP2 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
160.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
444.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
419.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
397.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
377.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
371.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
369.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
366.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
362.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
356.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
337.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
332.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
331.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
320.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
319.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
300.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
297.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
284.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
282.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
280.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
277.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
276.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
275.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
274.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
272.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
271.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
269.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
269.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
269.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
267.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
266.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
257.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
254.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
247.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
244.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
241.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
241.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
240.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
235.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
231.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
229.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
229.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
228.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
226.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
222.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
218.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
215.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
214.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
213.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
211.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
205.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
205.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
204.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
203.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
202.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
202.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
198.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
196.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
196.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
196.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
195.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
195.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
193.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
192.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
191.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
190.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
189.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
188.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
188.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
187.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
187.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
182.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
181.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
181.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
180.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
179.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
178.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
177.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
176.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
176.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
176.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
175.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
174.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
173.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
172.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
172.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
171.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
171.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
171.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
170.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
168.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
168.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
167.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
166.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
166.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
166.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
165.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
165.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
165.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
162.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
162.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
161.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
161.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
161.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
160.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
160.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
160.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
160.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
160.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
160.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
160.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
159.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
159.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
159.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
158.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
157.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
157.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
156.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
156.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
155.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
154.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
154.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
153.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
152.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
152.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
152.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
151.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
150.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
150.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
149.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
148.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
147.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
146.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
146.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
145.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
145.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
145.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
145.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
145.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
143.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
143.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
142.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
141.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
140.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
140.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
140.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
140.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
139.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
139.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
139.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
138.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
138.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
138.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
138.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
137.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
137.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
137.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
137.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
137.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
136.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
136.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
136.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
136.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
136.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
135.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
134.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
134.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
133.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
132.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
131.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
131.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
131.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
131.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
130.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
130.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
130.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
130.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
129.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
128.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
128.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
127.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
127.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
127.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
127.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
127.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
126.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
126.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
126.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
126.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
125.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
125.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
125.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
123.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
123.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
123.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
123.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
123.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
123.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
122.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
122.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
122.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
121.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
121.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
121.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
121.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
120.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
120.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
120.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
120.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
120.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
119.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
119.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
119.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
118.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
117.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
116.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
116.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
114.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
114.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
113.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
113.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
113.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
112.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
112.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
111.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
110.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
109.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
108.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
108.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
108.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
106.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
106.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
105.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
104.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
104.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
104.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
104.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
103.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
103.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
103.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
102.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
102.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
101.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
100.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
100.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
100.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
99.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
98.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
98.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
97.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
97.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
96.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
96.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
95.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
94.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
93.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
92.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
92.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
92.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
91.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
90.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
90.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
90.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
89.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
88.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
86.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
86.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
86.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
84.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
78.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
77.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
76.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
73.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
72.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
71.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
71.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
65.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
60.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
58.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
56.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
53.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
46.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
1.4
CPT0076330003
Tumor
1.4
CPT0000640003
Tumor
1.1
CPT0012180003
Tumor
1.0
CPT0014160003
Tumor
1.0
CPT0081880003
Tumor
1.0
CPT0006440003
Tumor
0.8
CPT0021240003
Tumor
0.8
CPT0065430003
Tumor
0.7
CPT0012280003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0078990003
Tumor
0.6
CPT0065750003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0009000003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0086360003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0024670003
Tumor
0.6
CPT0009060003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0078510003
Tumor
0.5
CPT0066470004
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0007320003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0000870016
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0025580004
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0017450001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0002270011
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0069190001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0077500001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0014450004
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0065870003
Tumor
-0.3
CPT0009080003
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0088500001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0078830003
Tumor
-0.4
CPT0089480003
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0078660003
Tumor
-0.5
CPT0086830003
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0088710001
Normal
-0.6
CPT0011410003
Tumor
-0.6
CPT0092740003
Normal
-0.6
CPT0088690003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
