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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.
C1QBP is potential prognostic, high expression is unfavorable 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
62.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
149.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
144.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
138.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
117.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
102.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
98.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
97.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
95.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
95.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
85.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
84.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
79.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
77.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
77.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
75.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
74.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
72.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
69.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
67.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
66.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
65.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
64.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
63.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
62.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
62.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
61.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
60.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
60.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
59.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
58.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
57.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
56.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
56.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
56.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
55.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
54.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
53.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
51.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
51.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
50.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
50.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
50.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
49.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
48.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
48.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
47.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
47.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
47.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
47.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
45.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
44.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
43.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
43.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
43.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
42.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
39.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
38.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
28.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
25.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
21.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
21.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
C1QBP 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
87.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
382.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
235.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
219.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
213.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
202.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
202.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
190.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
181.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
179.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
176.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
174.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
173.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
172.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
170.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
170.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
170.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
169.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
169.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
167.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
165.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
157.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
152.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
150.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
148.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
146.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
146.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
145.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
144.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
144.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
142.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
141.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
139.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
138.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
137.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
137.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
136.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
136.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
136.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
135.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
134.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
133.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
132.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
132.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
131.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
131.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
131.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
131.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
129.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
128.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
127.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
125.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
125.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
124.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
124.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
123.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
123.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
123.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
123.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
122.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
121.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
120.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
119.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
119.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
118.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
117.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
117.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
117.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
117.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
116.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
115.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
115.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
114.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
114.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
114.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
114.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
114.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
113.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
113.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
113.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
112.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
112.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
112.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
112.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
112.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
111.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
111.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
110.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
109.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
109.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
109.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
109.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
109.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
109.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
108.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
108.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
106.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
106.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
106.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
106.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
106.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
105.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
105.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
105.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
104.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
104.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
104.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
104.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
103.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
103.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
103.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
103.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
103.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
103.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
103.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
103.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
103.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
103.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
102.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
102.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
102.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
102.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
102.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
102.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
101.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
101.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
101.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
101.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
101.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
101.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
100.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
100.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
100.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
100.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
100.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
100.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
99.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
99.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
99.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
99.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
99.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
99.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
98.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
98.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
98.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
98.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
98.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
98.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
98.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
97.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
97.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
97.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
97.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
97.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
96.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
96.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
96.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
96.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
96.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
96.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
96.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
95.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
95.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
95.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
94.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
94.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
93.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
93.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
93.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
93.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
93.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
93.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
92.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
92.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
92.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
92.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
92.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
92.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
92.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
92.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
92.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
92.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
91.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
91.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
91.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
91.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
91.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
91.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
91.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
91.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
91.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
91.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
91.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
91.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
91.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
91.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
90.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
90.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
90.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
90.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
90.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
90.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
90.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
89.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
89.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
89.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
88.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
88.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
88.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
88.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
87.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
87.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
87.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
87.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
87.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
87.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
86.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
86.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
86.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
86.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
86.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
86.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
85.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
85.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
85.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
85.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
85.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
85.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
85.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
85.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
85.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
85.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
85.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
84.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
84.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
84.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
84.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
84.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
84.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
84.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
84.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
84.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
84.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
84.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
84.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
84.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
84.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
84.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
84.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
83.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
83.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
83.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
83.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
82.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
82.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
82.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
82.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
82.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
81.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
81.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
81.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
81.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
81.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
81.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
81.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
81.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
81.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
81.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
81.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
80.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
80.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
80.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
80.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
80.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
80.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
79.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
79.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
79.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
79.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
79.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
79.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
79.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
79.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
79.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
79.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
79.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
79.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
79.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
78.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
78.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
78.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
78.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
78.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
78.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
78.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
77.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
77.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
77.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
77.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
77.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
77.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
77.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
77.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
77.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
77.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
77.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
76.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
76.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
76.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
76.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
76.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
76.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
76.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
76.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
76.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
76.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
76.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
76.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
75.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
75.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
75.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
75.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
75.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
75.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
75.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
75.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
75.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
75.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
75.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
74.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
74.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
74.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
74.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
74.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
74.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
74.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
74.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
74.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
74.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
74.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
73.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
73.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
73.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
73.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
73.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
73.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
73.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
73.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
73.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
73.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
73.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
72.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
72.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
72.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
72.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
72.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
72.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
72.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
72.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
72.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
72.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
72.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
72.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
72.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
72.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
72.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
72.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
72.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
71.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
71.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
71.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
71.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
71.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
71.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
71.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
70.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
70.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
70.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
70.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
70.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
70.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
70.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
69.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
69.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
69.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
69.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
69.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
69.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
69.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
69.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
68.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
68.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
68.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
68.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
68.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
68.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
68.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
67.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
67.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
67.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
67.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
67.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
67.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
67.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
67.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
67.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
67.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
66.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
66.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
66.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
66.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
65.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
65.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
65.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
65.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
65.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
65.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
64.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
64.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
64.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
64.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
64.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
64.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
63.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
63.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
63.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
63.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
63.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
63.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
62.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
62.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
62.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
62.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
62.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
61.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
61.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
61.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
61.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
61.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
60.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
59.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
59.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
59.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
58.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
58.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
58.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
57.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
57.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
57.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
56.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
56.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
56.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
56.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
56.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
55.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
55.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
55.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
55.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
53.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
53.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
53.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
52.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
52.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
52.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
51.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
51.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
51.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
50.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
50.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
48.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
48.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
48.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
48.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
47.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
47.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
46.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
46.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
46.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
46.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
46.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
45.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
45.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
45.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
44.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
43.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
43.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
42.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
42.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
42.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
41.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
40.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
40.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
38.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
38.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
37.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
37.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
35.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
31.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
31.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
31.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
30.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
27.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
27.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
17.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
C1QBP 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
87.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
164.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
156.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
156.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
145.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
142.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
138.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
132.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
131.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
128.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
125.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
119.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
117.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
111.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
111.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
110.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
110.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
107.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
105.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
103.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
103.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
103.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
101.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
100.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
100.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
97.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
97.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
95.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
95.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
94.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
94.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
94.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
93.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
93.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
93.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
92.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
91.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
91.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
90.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
88.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
87.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
86.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
86.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
84.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
84.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
83.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
82.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
82.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
80.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
80.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
80.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
79.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
78.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
78.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
78.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
77.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
77.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
76.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
75.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
74.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
74.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
74.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
74.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
73.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
73.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
73.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
73.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
73.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
72.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
72.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
72.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
72.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
71.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
71.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
71.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
70.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
70.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
69.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
68.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
68.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
67.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
65.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
64.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
62.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
62.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
62.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
61.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
55.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
53.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
52.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
52.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
49.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
48.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
47.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
44.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C1QBP 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
129.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
336.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
331.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
303.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
301.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
301.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
297.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
264.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
263.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
261.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
254.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
251.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
248.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
244.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
243.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
242.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
233.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
227.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
226.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
220.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
220.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
220.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
212.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
210.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
207.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
206.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
198.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
195.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
194.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
194.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
193.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
191.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
190.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
190.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
189.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
187.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
186.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
186.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
186.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
185.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
185.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
185.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
181.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
177.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
177.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
177.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
177.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
177.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
177.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
176.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
175.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
173.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
173.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
172.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
171.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
171.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
171.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
170.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
169.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
167.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
167.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
166.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
165.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
164.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
162.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
162.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
162.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
162.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
162.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
161.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
160.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
160.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
160.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
158.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
156.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
156.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
156.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
156.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
155.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
155.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
155.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
154.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
154.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
153.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
153.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
153.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
153.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
152.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
152.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
150.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
150.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
150.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
150.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
150.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
149.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
147.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
147.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
147.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
147.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
146.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
145.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
145.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
144.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
144.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
142.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
142.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
142.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
141.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
141.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
140.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
139.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
139.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
138.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
137.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
137.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
136.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
136.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
135.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
135.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
134.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
134.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
134.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
133.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
133.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
133.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
133.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
132.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
131.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
131.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
130.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
130.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
130.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
129.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
128.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
128.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
128.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
128.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
127.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
127.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
126.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
126.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
126.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
125.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
125.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
124.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
124.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
123.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
122.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
122.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
122.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
121.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
121.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
120.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
120.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
120.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
119.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
118.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
118.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
117.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
117.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
116.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
115.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
115.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
115.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
115.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
114.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
114.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
114.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
113.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
112.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
112.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
111.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
110.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
109.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
109.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
107.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
106.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
106.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
105.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
105.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
104.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
103.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
103.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
103.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
103.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
102.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
102.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
102.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
102.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
101.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
101.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
101.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
100.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
100.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
100.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
100.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
100.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
99.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
98.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
97.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
96.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
96.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
96.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
96.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
95.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
95.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
95.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
95.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
94.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
93.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
92.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
92.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
91.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
90.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
90.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
88.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
87.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
87.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
86.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
86.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
85.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
85.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
85.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
84.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
83.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
82.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
80.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
80.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
80.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
78.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
78.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
77.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
76.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
74.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
74.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
72.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
70.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
68.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
68.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
67.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
67.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
66.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
66.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
66.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
65.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
63.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
63.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
63.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
63.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
63.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
62.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
62.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
62.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
62.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
62.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
60.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
59.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
59.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
59.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
59.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
57.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
57.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
56.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
56.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
55.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
53.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
50.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
49.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
48.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
48.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
44.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
42.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
42.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
38.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
37.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
34.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
32.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
29.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065450001
Normal
0.8
CPT0002270011
Tumor
0.8
CPT0009080003
Normal
0.7
CPT0012770003
Normal
0.7
CPT0066430001
Normal
0.6
CPT0081880003
Tumor
0.6
CPT0088780001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0001500009
Tumor
0.6
CPT0020130001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0079000001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0078530001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0092310003
Normal
0.5
CPT0082010001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0088920001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0012900004
Tumor
0.4
CPT0000890001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0001350001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0086370003
Normal
0.3
CPT0023350003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0012920003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0086970003
Normal
0.2
CPT0018250001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0086950003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0066520001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0077310003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0069190001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0025880003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0025170003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0089020003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0084590001
Normal
-0.4
CPT0065810003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0092160003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0015810003
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0088630003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0017410003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0001540009
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0066480003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0025350003
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0001220008
Tumor
-0.8
CPT0079230003
Tumor
-0.9
CPT0078990003
Tumor
-1.0
CPT0085670003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0065870003
Tumor
-1.1
CPT0001180009
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
