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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.
CIAO2B 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
135.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
220.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
218.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
199.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
199.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
191.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
177.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
170.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
169.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
169.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
167.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
167.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
166.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
165.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
165.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
164.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
161.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
157.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
157.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
152.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
151.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
151.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
150.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
149.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
149.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
145.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
144.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
143.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
142.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
142.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
140.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
139.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
136.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
136.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
136.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
135.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
134.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
133.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
131.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
130.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
130.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
129.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
129.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
129.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
127.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
123.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
116.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
110.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
106.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
101.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
100.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
100.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
99.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
95.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
93.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
93.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
92.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
92.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
90.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
85.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
77.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
74.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
73.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
57.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 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.
CIAO2B is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
130.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
332.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
324.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
257.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
257.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
251.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
248.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
247.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
246.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
242.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
242.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
239.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
223.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
220.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
217.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
217.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
216.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
215.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
213.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
209.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
209.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
205.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
203.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
200.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
198.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
198.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
195.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
195.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
194.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
194.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
194.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
193.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
192.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
191.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
191.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
190.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
190.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
189.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
188.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
188.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
187.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
186.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
186.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
186.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
186.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
186.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
185.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
185.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
184.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
183.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
182.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
182.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
181.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
181.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
180.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
180.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
180.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
179.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
179.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
178.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
178.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
178.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
177.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
177.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
176.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
175.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
175.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
174.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
173.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
173.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
173.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
172.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
171.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
169.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
169.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
169.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
168.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
168.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
168.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
168.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
168.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
168.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
166.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
166.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
166.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
165.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
165.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
165.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
164.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
164.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
164.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
164.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
164.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
163.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
162.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
162.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
162.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
162.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
161.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
161.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
161.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
160.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
160.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
160.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
160.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
159.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
159.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
159.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
159.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
159.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
158.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
157.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
157.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
156.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
156.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
155.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
155.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
154.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
153.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
153.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
153.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
152.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
152.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
151.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
150.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
150.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
149.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
149.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
149.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
148.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
148.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
148.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
148.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
147.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
147.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
147.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
147.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
147.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
146.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
146.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
146.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
146.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
146.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
146.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
145.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
145.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
145.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
145.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
144.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
143.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
143.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
143.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
143.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
142.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
142.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
142.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
142.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
142.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
142.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
141.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
141.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
141.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
141.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
141.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
141.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
140.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
140.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
140.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
140.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
140.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
140.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
139.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
139.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
139.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
139.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
139.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
139.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
139.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
139.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
139.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
139.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
138.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
138.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
138.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
138.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
138.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
138.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
138.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
137.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
137.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
137.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
137.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
137.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
137.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
136.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
136.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
136.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
136.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
136.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
136.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
136.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
135.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
135.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
135.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
135.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
135.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
135.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
135.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
135.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
134.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
134.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
134.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
134.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
134.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
134.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
134.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
134.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
134.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
134.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
133.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
133.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
133.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
133.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
133.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
132.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
132.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
132.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
132.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
132.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
132.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
132.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
131.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
131.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
131.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
130.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
130.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
130.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
130.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
130.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
130.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
130.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
130.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
129.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
129.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
129.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
129.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
128.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
128.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
128.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
128.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
128.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
128.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
128.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
127.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
127.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
127.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
127.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
127.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
127.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
127.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
127.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
126.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
126.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
126.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
126.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
126.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
125.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
125.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
125.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
125.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
125.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
125.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
125.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
124.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
124.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
124.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
124.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
124.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
124.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
123.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
123.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
123.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
123.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
123.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
122.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
122.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
122.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
122.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
122.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
122.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
122.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
122.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
121.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
121.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
121.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
121.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
121.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
120.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
120.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
120.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
120.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
120.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
120.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
120.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
119.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
119.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
118.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
118.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
118.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
118.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
118.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
118.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
118.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
117.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
117.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
117.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
117.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
117.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
116.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
116.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
116.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
116.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
116.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
115.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
115.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
115.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
114.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
114.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
114.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
114.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
114.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
113.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
113.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
113.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
113.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
113.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
113.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
113.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
113.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
113.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
113.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
112.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
112.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
112.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
111.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
111.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
111.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
111.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
111.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
111.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
111.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
110.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
110.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
110.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
110.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
110.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
110.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
110.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
110.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
109.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
109.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
109.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
109.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
109.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
109.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
109.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
109.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
108.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
108.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
108.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
108.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
108.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
108.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
107.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
107.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
107.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
107.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
106.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
106.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
106.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
106.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
105.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
105.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
105.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
105.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
105.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
105.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
105.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
104.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
104.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
104.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
104.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
104.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
104.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
104.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
104.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
104.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
103.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
103.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
103.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
103.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
103.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
103.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
102.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
102.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
102.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
102.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
102.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
102.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
101.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
101.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
101.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
101.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
100.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
100.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
100.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
100.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
99.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
99.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
99.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
99.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
99.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
99.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
99.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
98.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
98.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
98.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
97.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
97.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
97.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
97.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
97.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
97.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
97.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
97.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
96.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
96.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
96.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
96.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
96.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
95.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
95.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
95.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
95.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
94.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
94.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
93.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
93.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
93.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
93.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
92.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
92.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
92.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
92.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
91.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
91.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
91.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
91.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
91.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
91.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
91.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
90.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
90.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
89.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
88.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
87.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
86.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
86.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
86.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
86.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
85.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
85.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
85.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
84.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
84.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
84.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
84.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
84.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
83.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
83.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
83.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
83.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
82.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
82.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
82.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
81.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
81.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
81.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
81.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
81.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
81.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
80.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
80.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
79.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
79.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
78.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
78.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
78.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
78.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
77.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
76.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
72.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
72.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
70.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
70.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
68.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
68.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
67.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
67.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
65.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
65.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
64.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
62.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
61.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
60.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
54.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
54.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
51.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
36.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
CIAO2B is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
125.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
235.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
211.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
197.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
194.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
190.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
187.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
180.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
176.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
174.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
172.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
172.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
171.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
167.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
166.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
164.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
163.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
160.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
155.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
153.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
151.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
150.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
147.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
147.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
146.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
144.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
144.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
143.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
143.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
140.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
140.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
138.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
137.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
136.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
135.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
134.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
133.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
132.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
132.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
128.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
128.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
126.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
125.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
125.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
124.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
123.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
123.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
122.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
121.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
121.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
121.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
119.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
118.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
116.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
115.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
114.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
114.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
112.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
111.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
109.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
109.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
109.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
108.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
108.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
108.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
107.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
107.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
106.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
106.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
106.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
105.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
105.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
105.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
105.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
104.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
104.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
104.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
104.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
103.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
102.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
100.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
100.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
99.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
98.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
96.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
95.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
95.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
92.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
92.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
91.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
90.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
89.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
88.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
88.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
83.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
82.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
77.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
76.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
68.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
65.6
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.
CIAO2B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
160.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
397.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
323.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
295.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
290.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
284.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
284.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
280.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
278.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
274.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
274.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
274.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
273.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
272.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
264.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
261.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
256.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
254.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
254.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
254.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
254.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
254.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
251.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
244.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
243.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
242.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
241.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
239.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
238.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
237.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
235.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
232.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
232.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
232.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
229.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
228.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
228.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
227.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
226.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
225.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
225.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
224.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
222.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
221.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
220.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
218.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
217.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
214.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
213.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
211.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
210.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
209.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
209.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
209.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
208.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
207.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
206.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
206.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
203.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
203.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
203.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
202.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
201.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
201.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
200.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
200.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
200.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
199.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
199.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
198.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
196.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
194.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
193.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
193.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
192.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
192.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
192.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
191.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
191.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
191.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
190.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
190.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
189.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
188.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
188.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
187.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
187.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
185.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
185.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
183.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
183.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
182.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
180.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
180.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
179.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
179.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
179.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
177.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
177.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
177.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
177.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
176.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
175.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
174.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
174.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
173.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
173.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
172.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
172.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
172.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
171.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
169.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
168.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
167.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
167.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
165.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
163.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
163.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
163.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
163.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
161.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
161.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
160.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
160.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
160.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
159.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
159.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
157.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
156.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
156.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
155.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
154.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
154.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
153.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
153.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
153.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
152.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
152.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
151.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
151.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
151.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
150.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
149.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
149.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
148.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
148.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
148.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
148.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
148.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
146.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
146.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
146.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
146.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
146.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
146.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
145.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
145.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
144.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
144.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
144.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
143.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
143.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
141.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
141.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
140.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
140.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
139.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
139.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
139.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
139.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
139.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
138.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
138.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
138.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
138.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
138.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
138.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
137.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
136.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
136.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
136.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
136.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
136.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
135.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
134.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
134.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
134.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
133.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
132.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
131.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
131.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
131.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
130.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
130.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
130.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
129.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
128.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
127.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
127.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
127.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
126.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
126.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
126.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
125.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
125.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
124.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
124.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
123.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
122.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
121.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
120.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
120.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
120.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
120.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
119.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
119.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
118.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
118.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
117.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
117.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
117.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
117.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
115.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
115.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
115.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
115.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
115.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
115.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
115.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
115.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
115.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
115.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
114.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
113.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
113.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
112.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
112.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
112.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
112.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
110.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
110.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
109.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
109.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
109.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
108.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
107.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
107.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
106.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
105.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
104.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
103.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
101.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
100.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
99.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
98.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
98.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
96.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
96.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
95.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
95.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
95.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
94.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
91.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
91.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
90.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
90.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
89.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
89.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
88.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
87.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
85.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
85.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
81.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
74.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
74.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
68.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
63.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
55.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
53.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
25.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065750003
Tumor
0.8
CPT0001500009
Tumor
0.8
CPT0012180003
Tumor
0.8
CPT0001340003
Tumor
0.8
CPT0012550003
Tumor
0.7
CPT0012280003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0066470004
Tumor
0.7
CPT0014160003
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0009060003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0078510003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0092160003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0017410003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0082010001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0078930003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0063630003
Tumor
0.3
CPT0065930003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0078660003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0065430003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0025610001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0065870003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0001230001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0065450001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0078830003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0088780001
Normal
-0.4
CPT0088710001
Normal
-0.5
CPT0088690003
Tumor
-0.5
CPT0065820001
Normal
-0.5
CPT0063640001
Normal
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.