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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.
TAX1BP3 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
56.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
205.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
183.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
115.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
111.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
107.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
106.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
99.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
99.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
93.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
90.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
89.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
85.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
81.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
74.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
72.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
71.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
65.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
62.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
61.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
60.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
60.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
59.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
58.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
57.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
56.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
56.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
54.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
51.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
47.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
47.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
45.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
44.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
44.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
43.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
41.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
39.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
37.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
37.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
36.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
34.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
33.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
32.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
32.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
30.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
30.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
29.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
29.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
26.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
25.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
23.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
23.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
23.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
22.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
TAX1BP3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
95.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
340.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
312.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
277.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
256.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
251.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
236.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
233.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
231.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
225.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
205.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
205.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
205.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
194.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
193.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
193.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
189.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
188.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
187.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
186.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
183.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
179.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
179.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
175.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
174.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
172.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
171.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
171.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
168.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
168.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
165.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
165.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
165.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
164.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
163.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
163.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
162.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
162.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
161.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
160.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
160.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
159.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
158.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
154.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
154.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
152.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
151.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
151.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
151.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
150.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
150.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
148.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
148.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
146.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
146.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
146.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
146.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
145.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
145.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
144.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
144.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
144.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
144.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
143.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
143.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
142.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
142.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
141.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
141.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
141.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
141.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
140.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
138.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
137.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
137.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
136.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
136.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
136.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
136.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
135.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
135.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
135.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
135.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
134.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
133.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
132.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
132.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
131.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
130.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
130.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
129.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
129.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
129.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
128.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
127.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
125.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
125.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
124.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
124.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
124.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
124.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
123.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
123.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
123.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
123.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
122.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
122.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
122.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
121.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
121.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
121.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
121.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
121.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
121.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
120.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
120.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
120.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
120.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
120.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
119.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
119.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
119.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
118.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
118.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
118.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
117.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
117.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
117.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
116.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
116.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
116.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
116.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
116.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
115.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
115.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
114.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
114.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
113.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
113.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
113.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
113.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
112.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
112.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
112.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
112.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
112.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
112.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
111.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
111.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
111.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
111.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
110.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
110.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
110.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
110.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
110.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
109.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
109.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
109.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
108.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
107.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
107.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
107.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
107.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
106.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
106.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
106.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
106.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
106.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
106.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
106.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
105.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
105.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
104.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
104.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
104.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
104.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
104.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
104.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
103.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
103.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
103.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
103.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
102.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
102.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
102.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
102.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
102.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
101.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
101.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
101.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
101.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
101.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
101.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
101.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
100.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
100.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
100.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
100.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
100.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
100.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
100.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
100.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
99.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
99.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
99.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
99.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
99.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
99.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
98.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
98.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
98.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
98.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
98.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
97.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
97.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
97.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
96.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
96.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
96.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
96.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
96.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
96.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
95.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
95.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
95.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
95.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
95.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
94.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
94.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
94.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
94.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
94.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
94.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
94.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
93.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
93.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
93.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
93.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
93.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
93.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
93.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
92.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
92.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
92.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
92.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
91.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
91.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
91.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
91.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
90.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
90.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
90.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
90.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
90.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
90.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
89.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
89.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
89.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
89.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
89.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
88.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
88.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
87.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
87.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
87.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
87.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
87.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
87.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
87.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
87.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
87.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
86.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
86.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
86.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
86.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
85.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
84.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
84.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
84.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
84.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
84.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
84.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
84.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
84.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
84.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
83.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
83.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
83.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
82.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
82.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
82.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
82.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
82.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
81.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
81.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
81.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
81.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
81.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
81.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
81.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
81.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
80.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
80.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
80.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
80.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
79.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
79.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
79.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
79.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
79.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
79.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
79.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
79.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
78.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
78.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
78.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
78.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
77.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
77.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
77.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
77.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
77.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
77.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
77.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
76.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
76.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
76.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
76.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
76.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
76.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
76.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
76.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
76.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
76.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
76.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
76.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
75.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
75.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
75.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
75.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
75.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
75.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
75.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
75.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
74.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
74.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
74.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
74.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
74.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
74.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
73.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
73.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
73.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
73.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
73.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
73.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
73.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
73.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
72.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
72.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
72.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
72.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
72.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
71.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
71.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
71.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
71.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
71.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
71.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
71.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
70.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
70.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
70.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
69.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
69.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
69.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
69.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
69.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
69.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
68.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
68.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
68.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
68.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
68.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
68.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
67.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
67.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
67.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
67.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
67.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
66.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
66.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
66.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
66.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
66.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
66.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
66.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
66.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
65.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
65.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
65.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
65.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
64.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
64.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
64.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
64.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
64.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
64.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
63.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
63.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
63.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
63.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
63.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
62.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
62.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
62.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
62.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
62.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
61.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
61.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
61.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
61.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
61.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
61.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
61.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
60.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
60.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
60.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
59.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
59.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
59.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
58.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
58.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
58.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
58.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
57.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
57.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
57.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
57.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
57.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
57.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
56.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
56.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
56.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
55.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
55.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
55.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
55.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
55.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
55.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
55.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
55.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
54.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
54.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
54.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
53.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
53.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
53.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
53.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
52.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
52.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
52.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
52.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
52.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
51.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
50.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
50.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
48.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
48.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
48.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
47.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
47.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
47.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
47.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
46.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
46.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
45.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
44.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
44.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
44.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
43.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
43.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
42.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
42.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
42.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
42.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
41.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
41.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
40.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
40.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
40.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
40.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
39.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
36.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
35.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
33.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
33.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
29.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
28.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
28.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
26.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
26.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
23.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAX1BP3 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
83.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
195.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
178.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
172.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
164.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
148.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
141.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
137.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
132.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
131.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
131.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
123.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
122.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
121.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
117.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
115.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
110.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
105.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
105.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
104.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
104.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
102.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
102.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
98.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
98.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
97.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
96.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
94.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
93.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
89.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
89.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
88.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
86.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
85.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
85.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
84.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
84.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
83.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
83.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
83.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
83.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
81.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
81.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
80.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
80.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
80.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
80.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
80.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
79.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
78.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
76.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
74.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
73.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
72.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
72.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
72.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
71.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
71.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
70.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
69.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
68.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
68.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
68.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
67.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
66.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
66.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
64.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
63.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
63.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
63.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
63.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
63.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
62.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
62.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
62.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
61.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
61.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
61.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
59.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
59.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
59.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
59.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
57.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
57.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
56.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
56.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
56.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
56.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
55.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
55.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
53.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
51.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
49.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
48.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
46.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
46.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
45.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
TAX1BP3 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
205.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
582.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
480.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
467.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
458.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
442.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
440.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
423.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
407.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
398.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
393.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
384.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
380.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
380.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
370.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
370.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
369.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
364.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
357.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
345.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
343.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
334.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
332.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
331.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
329.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
329.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
327.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
322.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
318.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
317.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
317.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
316.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
315.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
314.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
313.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
313.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
313.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
309.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
307.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
306.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
304.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
304.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
302.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
300.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
297.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
295.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
294.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
291.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
290.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
287.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
287.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
286.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
286.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
283.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
282.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
282.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
282.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
281.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
277.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
276.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
276.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
276.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
274.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
272.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
271.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
270.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
268.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
267.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
266.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
264.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
263.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
260.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
260.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
259.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
258.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
257.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
257.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
257.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
256.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
254.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
252.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
250.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
250.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
249.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
246.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
246.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
246.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
244.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
244.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
243.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
242.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
242.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
240.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
239.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
239.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
238.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
238.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
236.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
234.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
233.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
233.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
232.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
232.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
230.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
228.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
228.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
228.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
227.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
226.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
226.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
225.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
224.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
224.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
223.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
222.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
222.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
219.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
219.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
218.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
217.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
215.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
215.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
215.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
214.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
213.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
211.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
211.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
210.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
209.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
205.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
205.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
205.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
205.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
204.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
203.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
203.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
203.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
203.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
202.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
201.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
198.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
198.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
196.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
196.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
196.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
195.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
195.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
193.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
191.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
191.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
191.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
191.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
190.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
190.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
190.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
188.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
187.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
187.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
187.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
187.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
185.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
185.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
185.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
185.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
184.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
183.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
182.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
182.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
182.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
182.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
181.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
180.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
179.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
179.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
178.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
175.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
175.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
174.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
173.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
173.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
170.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
170.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
170.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
170.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
164.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
164.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
163.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
163.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
161.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
159.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
159.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
158.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
157.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
156.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
154.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
153.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
148.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
147.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
146.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
146.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
146.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
145.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
144.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
144.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
143.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
143.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
142.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
139.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
139.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
139.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
137.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
137.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
136.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
134.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
134.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
134.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
134.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
133.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
133.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
133.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
132.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
131.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
129.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
128.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
128.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
126.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
125.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
125.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
123.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
123.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
123.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
123.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
122.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
117.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
117.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
115.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
114.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
113.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
113.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
112.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
112.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
112.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
112.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
110.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
105.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
104.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
103.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
102.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
102.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
98.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
98.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
98.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
98.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
96.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
95.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
94.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
89.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
87.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
84.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
84.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
83.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
78.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
78.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
76.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
76.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
74.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
71.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
70.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
69.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
68.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
68.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
67.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
65.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
55.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
52.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
52.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
51.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
47.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
41.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
34.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
28.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
27.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086030003
Tumor
0.7
CPT0065750003
Tumor
0.7
CPT0001270001
Normal
0.6
CPT0092190003
Normal
0.6
CPT0015910003
Tumor
0.6
CPT0088900003
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0078930003
Tumor
0.5
CPT0079510001
Normal
0.5
CPT0007320003
Tumor
0.5
CPT0063320003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0077490003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0025170003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0063640001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0092790003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0002370001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0086830003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0021240003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0092310003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0065450001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0001350001
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0009080003
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0017450001
Normal
-0.4
CPT0079410003
Tumor
-0.4
CPT0012570003
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0069160003
Tumor
-0.4
CPT0023690003
Tumor
-0.5
CPT0069190001
Normal
-0.5
CPT0079180003
Tumor
-0.5
CPT0078660003
Tumor
-0.5
CPT0017850003
Tumor
-0.6
CPT0023710001
Normal
-0.7
CPT0001340003
Tumor
-0.7
CPT0012770003
Normal
-0.7
CPT0024670003
Tumor
-0.7
CPT0012180003
Tumor
-1.1
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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
