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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.
BOLA2B 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
81.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
647.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
261.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
225.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
199.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
181.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
154.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
140.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
137.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
135.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
128.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
127.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
123.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
118.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
118.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
116.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
116.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
114.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
111.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
109.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
106.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
105.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
104.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
102.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
97.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
97.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
95.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
95.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
94.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
92.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
91.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
87.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
85.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
79.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
78.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
77.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
74.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
71.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
71.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
70.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
66.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
60.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BOLA2B is validated prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
82.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
478.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
442.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
370.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
334.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
313.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
274.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
248.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
240.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
232.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
224.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
219.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
217.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
213.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
210.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
209.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
205.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
205.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
200.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
199.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
198.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
187.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
184.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
183.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
182.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
182.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
176.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
175.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
174.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
172.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
170.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
162.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
160.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
158.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
157.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
156.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
156.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
150.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
149.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
148.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
148.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
148.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
147.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
144.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
142.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
141.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
139.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
136.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
136.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
136.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
135.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
134.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
133.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
133.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
133.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
133.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
132.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
132.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
132.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
131.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
131.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
130.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
130.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
127.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
127.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
126.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
125.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
125.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
122.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
122.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
122.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
121.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
121.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
120.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
118.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
118.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
118.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
117.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
117.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
117.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
117.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
116.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
116.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
115.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
115.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
115.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
114.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
114.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
114.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
114.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
114.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
114.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
113.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
112.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
112.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
112.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
111.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
111.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
111.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
111.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
110.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
110.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
110.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
110.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
110.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
109.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
109.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
108.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
107.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
107.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
106.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
106.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
106.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
105.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
104.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
104.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
102.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
102.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
102.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
102.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
102.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
101.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
101.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
100.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
99.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
99.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
98.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
97.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
96.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
96.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
96.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
96.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
95.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
95.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
95.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
95.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
94.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
94.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
94.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
94.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
94.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
93.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
93.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
93.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
93.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
93.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
92.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
92.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
92.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
92.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
92.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
92.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
91.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
91.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
91.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
91.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
90.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
90.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
89.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
89.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
89.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
89.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
88.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
87.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
87.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
87.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
87.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
87.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
87.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
87.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
86.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
86.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
86.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
86.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
86.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
85.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
85.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
85.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
85.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
84.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
84.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
84.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
84.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
84.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
84.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
84.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
84.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
84.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
83.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
83.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
83.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
83.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
82.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
82.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
81.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
81.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
81.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
81.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
80.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
80.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
80.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
79.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
79.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
79.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
78.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
78.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
78.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
78.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
78.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
77.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
77.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
77.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
77.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
77.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
76.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
76.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
76.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
76.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
76.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
75.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
75.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
75.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
75.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
74.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
74.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
74.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
73.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
73.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
73.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
73.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
73.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
73.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
73.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
73.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
73.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
73.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
73.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
73.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
73.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
72.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
72.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
72.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
72.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
72.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
72.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
72.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
72.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
72.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
71.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
71.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
71.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
71.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
71.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
70.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
70.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
70.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
70.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
70.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
70.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
70.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
69.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
69.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
68.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
68.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
68.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
68.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
68.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
68.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
68.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
67.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
67.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
67.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
67.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
67.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
67.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
67.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
67.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
67.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
67.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
67.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
67.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
67.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
66.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
66.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
66.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
65.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
65.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
65.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
65.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
65.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
65.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
65.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
65.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
65.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
65.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
64.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
64.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
63.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
63.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
63.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
63.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
63.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
62.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
62.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
62.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
62.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
62.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
61.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
61.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
61.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
61.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
61.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
61.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
60.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
60.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
60.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
59.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
59.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
59.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
59.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
59.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
59.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
59.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
59.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
59.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
58.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
58.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
58.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
58.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
58.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
58.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
58.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
58.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
58.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
58.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
57.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
57.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
57.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
57.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
57.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
57.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
56.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
56.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
56.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
56.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
56.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
56.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
56.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
56.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
56.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
56.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
56.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
56.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
56.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
56.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
56.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
56.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
56.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
56.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
55.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
55.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
55.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
55.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
55.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
54.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
54.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
54.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
54.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
54.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
54.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
54.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
54.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
54.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
53.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
53.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
53.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
53.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
53.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
53.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
53.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
53.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
53.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
52.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
52.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
52.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
52.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
52.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
51.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
51.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
51.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
51.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
50.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
50.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
50.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
50.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
50.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
50.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
50.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
49.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
49.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
48.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
48.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
48.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
48.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
48.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
47.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
46.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
46.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
46.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
46.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
46.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
46.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
46.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
45.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
45.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
45.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
45.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
45.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
45.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
45.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
44.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
44.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
44.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
44.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
44.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
44.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
43.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
43.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
43.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
43.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
43.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
43.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
43.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
42.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
42.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
42.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
42.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
42.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
41.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
41.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
41.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
41.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
40.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
40.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
40.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
40.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
40.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
39.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
39.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
39.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
39.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
38.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
37.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
37.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
36.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
35.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
34.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
34.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
33.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
32.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
31.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
31.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
30.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
29.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
28.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
27.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
26.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
BOLA2B is validated prognostic, high expression is unfavorable 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
62.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
175.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
161.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
134.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
128.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
128.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
126.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
120.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
120.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
119.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
113.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
107.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
105.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
104.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
98.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
94.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
94.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
92.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
89.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
87.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
87.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
86.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
85.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
84.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
84.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
84.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
82.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
79.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
77.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
77.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
73.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
70.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
69.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
65.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
64.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
62.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
62.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
60.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
58.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
58.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
58.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
56.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
56.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
53.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
53.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
53.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
52.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
52.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
52.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
51.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
51.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
49.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
49.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
47.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
47.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
46.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
45.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
45.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
45.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
44.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
43.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
43.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
43.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
43.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
41.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
41.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
38.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
36.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
31.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
29.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
25.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
22.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BOLA2B is potential prognostic, high expression is unfavorable 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
108.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
900.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
616.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
462.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
452.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
430.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
382.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
372.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
326.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
312.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
310.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
303.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
298.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
297.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
290.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
288.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
286.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
275.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
274.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
259.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
255.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
253.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
249.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
248.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
248.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
240.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
239.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
227.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
226.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
224.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
220.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
219.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
217.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
210.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
207.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
197.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
195.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
192.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
189.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
188.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
188.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
188.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
187.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
187.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
183.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
183.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
181.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
181.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
180.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
179.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
178.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
177.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
177.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
171.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
170.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
170.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
170.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
164.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
162.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
161.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
160.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
160.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
158.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
157.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
155.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
153.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
151.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
148.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
147.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
147.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
146.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
146.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
145.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
145.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
144.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
144.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
143.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
142.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
141.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
140.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
139.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
139.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
136.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
136.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
135.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
135.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
134.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
134.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
132.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
132.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
131.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
131.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
131.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
131.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
130.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
128.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
128.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
128.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
125.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
123.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
123.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
122.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
121.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
120.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
120.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
120.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
119.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
119.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
117.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
116.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
115.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
115.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
115.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
115.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
115.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
115.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
114.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
114.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
113.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
113.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
111.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
111.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
111.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
111.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
111.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
108.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
107.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
105.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
104.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
104.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
103.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
102.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
102.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
102.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
101.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
101.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
101.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
100.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
100.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
97.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
96.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
96.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
95.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
95.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
95.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
94.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
94.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
94.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
94.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
92.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
92.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
91.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
91.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
91.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
90.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
90.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
89.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
89.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
89.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
88.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
88.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
87.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
87.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
87.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
86.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
81.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
80.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
80.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
80.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
80.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
79.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
78.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
78.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
78.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
77.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
76.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
76.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
75.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
73.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
73.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
73.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
72.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
72.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
71.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
71.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
71.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
69.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
69.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
65.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
63.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
62.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
62.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
61.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
59.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
55.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
54.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
52.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
48.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
45.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
43.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
34.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
27.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
8.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
